Recent advancement in the field of two-dimensional correlation spectroscopy

Abstract The recent advancement in the field of 2D correlation spectroscopy is reviewed with the emphasis on a number of papers published during the last two years. Topics covered by this comprehensive review include books, review articles, and noteworthy developments in the theory and applications of 2D correlation spectroscopy. New 2D correlation techniques are discussed, such as kernel analysis and augmented 2D correlation, model-based correlation, moving window analysis, global phase angle, covariance and correlation coefficient mapping, sample–sample correlation, hybrid and hetero correlation, pretreatment and transformation of data, and 2D correlation combined with other chemometrics techniques. Perturbation methods of both static (e.g., temperature, composition, pressure and stress, spatial distribution and orientation) and dynamic types (e.g., rheo-optical and acoustic, chemical reactions and kinetics, H/D exchange, sorption and diffusion) currently in use are examined. Analytical techniques most commonly employed in 2D correlation spectroscopy are IR, Raman, and NIR, but the growing use of other probes is also noted, including fluorescence, emission, Raman optical activity and vibrational circular dichroism, X-ray absorption and scattering, NMR, mass spectrometry, and even chromatography. The field of applications for 2D correlation spectroscopy is very diverse, encompassing synthetic polymers, liquid crystals, Langmuir–Blodgett films, proteins and peptides, natural polymers and biomaterials, pharmaceuticals, food and agricultural products, water, solutions, inorganic, organic, hybrid or composite materials, and many more.

[1]  S. Guan,et al.  Two-dimensional Fourier transform ion cyclotron resonance mass spectrometry/mass spectrometry with stored-waveform ion radius modulation , 1993 .

[2]  Pedro Carmona,et al.  Structural characterization of the 5' untranslated RNA of hepatitis C virus by vibrational spectroscopy. , 2006, Biophysical chemistry.

[3]  A. Tokmakoff,et al.  Single-shot two-dimensional infrared spectroscopy. , 2007, Optics express.

[4]  S. Kuo,et al.  Synthesis, thermal properties, and specific interactions of high Tg increase in poly(2,6-dimethyl-1,4-phenylene oxide)-block-polystyrene copolymers , 2005 .

[5]  E. Goormaghtigh,et al.  Evaluation of the information content in infrared spectra for protein secondary structure determination. , 2006, Biophysical journal.

[6]  N. Belabas,et al.  2D correlation analysis of the continuum in single molecule surface enhanced Raman spectroscopy. , 2005, Journal of the American Chemical Society.

[7]  C. Toniolo,et al.  Two-dimensional infrared spectral signatures of 310-and α-helical peptides , 2007 .

[8]  Y. Ozaki,et al.  Detailed interpretation of the results of two-dimensional correlation analysis of infrared spectra obtained during isothermal crystallization of isotactic polystyrene and poly(3-hydroxybutyrate) , 2007 .

[9]  Mike Thomas,et al.  Two-dimensional FT-IR correlation analysis of the phase transitions in a liquid crystal, 4′-n-octyl-4-cyanobiphenyl (8CB) , 2000 .

[10]  A. E. Dowrey,et al.  Generalized Two-Dimensional Correlation Spectroscopy , 2000 .

[11]  Qun Zhou,et al.  Multi-steps Infrared Macro-fingerprint Analysis for thermal processing of Fructus viticis , 2006 .

[12]  Y. Nishikawa,et al.  Development of Attenuated Total Reflection Based Compression Modulation Step-Scan Fourier Transform Infrared Spectroscopy and its Applications to Rheo-Spectral Characterizations of Polymer Films , 2004, Applied Spectroscopy.

[13]  E. Bezemer,et al.  Studies of Liquid-Phase Complexes in Acetonitrile/Water Solutions by Attenuated Total Reflection Infrared Spectroscopy with Acetaldehyde as a Model Solute , 2004, Applied spectroscopy.

[14]  K. Fahmy,et al.  Linkage between the intramembrane H-bond network around aspartic acid 83 and the cytosolic environment of helix 8 in photoactivated rhodopsin. , 2007, Journal of molecular biology.

[15]  Gufeng Wang,et al.  Unfolding of apomyoglobin studied with two-dimensional correlations of tryptophan, 8-anilino-1-naphthalenesulfonate, and pyrene fluorescence , 2006 .

[16]  Hideki Kandori,et al.  Bayesian Maximum Entropy (Two-Dimensional) Lifetime Distribution Reconstruction from Time-Resolved Spectroscopic Data , 2007, Applied spectroscopy.

[17]  Zhi‐Wu Yu,et al.  A modified mean normalization method to reduce the effect of peak overlap in two-dimensional correlation spectroscopy , 2006 .

[18]  F. Goñi,et al.  A 2D-IR study of heat- and [(13)C]urea-induced denaturation of sarcoplasmic reticulum Ca(2+)-ATPase. , 2005, Acta biochimica Polonica.

[19]  I. Noda,et al.  Determination of Two-Dimensional Correlation Spectra Using the Hilbert Transform , 2000 .

[20]  Han-hui Zhang,et al.  Synthesis and two-dimensional correlation infrared spectroscopy study of an organic-inorganic hybrid compound constructed by [Mo(5)P(2)O(23)] and Cu-imidazole components. , 2006, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[21]  K. Kwak,et al.  Ultrafast two-dimensional infrared vibrational echo chemical exchange experiments and theory. , 2006, The journal of physical chemistry. B.

[22]  R. Dluhy,et al.  βν-Correlation Analysis: A Modified Two-Dimensional Infrared Correlation Method for Determining Relative Rates of Intensity Change , 2001 .

[23]  J. Sloan,et al.  On the use of wavelet filtering and correlation techniques in atmospheric condensed phase spectroscopy. , 2005, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[24]  Yukihiro Ozaki,et al.  A New Possibility of Generalized Two-Dimensional Correlation Spectroscopy: Hybrid Two-Dimensional Correlation Spectroscopy , 2002 .

[25]  Isao Noda,et al.  Two-Dimensional Correlation Analysis Useful for Spectroscopy, Chromatography, and Other Analytical Measurements , 2007, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

[26]  Y. Ozaki,et al.  Two-dimensional fluorescence correlation spectroscopy IV: resolution of fluorescence of tryptophan residues in alcohol dehydrogenase and lysozyme. , 2006, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[27]  J. Irudayaraj,et al.  Rapid evaluation and discrimination of γ‐irradiated carbohydrates using FT‐Raman spectroscopy and canonical discriminant analysis , 2007 .

[28]  Acquisition regime for high-resolution heteronuclear 2D NMR spectra. , 2006, Angewandte Chemie.

[29]  Peiyi Wu,et al.  Crystallization process of poly(ɛ-caprolactone)–poly(ethylene oxide)–poly(ɛ-caprolactone) investigated by infrared and two-dimensional infrared correlation spectroscopy , 2007 .

[30]  B. Czarnik-Matusewicz,et al.  2DCOS and MCR-ALS as a combined tool of analysis of β-lactoglobulin CD spectra , 2006 .

[31]  Two-dimensional correlation coefficient mapping in gas chromatography: Jet fuel classification for environmental analysis , 2006 .

[32]  Isao Noda,et al.  Generalized correlation NMR spectroscopy. , 2002, Journal of the American Chemical Society.

[33]  Suqin Sun,et al.  Discrimination of extracted lipophilic constituents of Angelica with multi-steps infrared macro-fingerprint method , 2006 .

[34]  W. Fuß,et al.  Dissociation of multiply ionized isocyanic acid through electron impact. , 2004, The Journal of chemical physics.

[35]  Nikolaus Wellner,et al.  Effect of water content on the structural reorganization and elastic properties of biopolymer films: a comparative study. , 2007, Biomacromolecules.

[36]  F. Tanfani,et al.  Temperature-induced molten globule-like state in human alpha1-acid glycoprotein: an infrared spectroscopic study. , 2005, Biochemistry.

[37]  M. Valcárcel,et al.  Raman spectroscopic study of base catalyzed di- and trimerization of malononitrile in ionic liquids and water , 2006 .

[38]  F. Meersman,et al.  Clarification of the thermally-induced pretransition of ribonuclease A in solution by principal component analysis and two-dimensional correlation infrared spectroscopy , 2006 .

[39]  Y. Ozaki,et al.  Global Phase Angle Description of Generalized Two-Dimensional Correlation Spectroscopy: 1. Theory and its Simulation for Practical Use , 2001 .

[40]  Rafael Brüschweiler,et al.  Enhanced covariance spectroscopy from minimal datasets. , 2006, Journal of the American Chemical Society.

[41]  S. Azizian,et al.  Surface phase transition of C12E1 at the air/water interface: a study by dynamic surface tension, external RA FT-IR, and 2D IR correlation methods. , 2006, The journal of physical chemistry. B.

[42]  Y. Jung,et al.  Application of soft X-ray absorption spectroscopy and two-dimensional correlation spectroscopy to the electrochemical reaction in the Li1+xV3O8/Li cell , 2006 .

[43]  Applications of vibrational spectroscopy in pharmaceutical research and development , 2007 .

[44]  Bin Deng,et al.  The feasibility investigation of non-invasive blood glucose sensing based on near-infrared spectroscopy , 2006, SPIE BiOS.

[45]  Royston Goodacre,et al.  Monitoring the mode of action of antibiotics using Raman spectroscopy: investigating subinhibitory effects of amikacin on Pseudomonas aeruginosa. , 2005, Analytical chemistry.

[46]  Y. Ci,et al.  FTIR investigation of the interaction of tumor cells treated with caffeic acid and chlorogenic acid , 2000 .

[47]  D. Wienke,et al.  Evaluation of advanced data analysis techniques on time resolved FT-IR spectroscopy data of photo-copolymerization reactions , 2007 .

[48]  H. Torii Comparison of different optical processes of the two- dimensional infrared spectroscopy in the effect of intermolecular vibrational coupling calculated in the time domain : The case of liquid N,N-Dimethylformamide , 2006 .

[49]  G. Strobl Crystallization and melting of bulk polymers: New observations, conclusions and a thermodynamic scheme , 2006 .

[50]  Hideki Masuda,et al.  Two-dimensional correlation gel permeation chromatography study of octyltriethoxysilane sol-gel polymerization process , 2002 .

[51]  Amber T. Krummel,et al.  DNA vibrational coupling revealed with two-dimensional infrared spectroscopy: insight into why vibrational spectroscopy is sensitive to DNA structure. , 2006, The journal of physical chemistry. B.

[52]  J. Grdadolnik,et al.  Hydrogen—Deuterium Exchange in Bovine Serum Albumin Protein Monitored by Fourier Transform Infrared Spectroscopy, Part I: Structural Studies , 2005, Applied spectroscopy.

[53]  Isao Noda,et al.  Cyclical asynchronicity in two-dimensional (2D) correlation spectroscopy , 2006 .

[54]  B. Zimmermann,et al.  Two-Dimensional Infrared Correlation Spectroscopic Study on Thermal Polymerization of Diphenylbutadiyne , 2006 .

[55]  Franklin E. Barton,et al.  The use of two-dimensional correlation spectroscopy to characterize instrumental differences , 2006 .

[56]  Isao Noda,et al.  Two-Dimensional Infrared (2D IR) Spectroscopy: Theory and Applications , 1990 .

[57]  C. Cruz,et al.  Characterization by fourier transform infrared spectroscopy (FT-IR) and 2D IR correlation spectroscopy of PAMAM dendrimer. , 2006, The journal of physical chemistry. B.

[58]  M. Sigman,et al.  Two-dimensional correlation spectroscopy techniques applied to ion trap tandem mass spectrometric analysis: nitroaromatics. , 2005, Rapid communications in mass spectrometry : RCM.

[59]  P. Hamm,et al.  Watching hydrogen-bond dynamics in a β-turn by transient two-dimensional infrared spectroscopy , 2006, Nature.

[60]  A. Tokmakoff,et al.  Water penetration into protein secondary structure revealed by hydrogen-deuterium exchange two-dimensional infrared spectroscopy. , 2006, Journal of the American Chemical Society.

[61]  2D Raman spectroscopy as an alternative technique for distinguishing oleanoic acid and ursolic acid , 2006 .

[62]  Y. Ozaki,et al.  Effect of the window size in moving-window two-dimensional correlation analysis , 2006 .

[63]  Curtis Marcott,et al.  Recent Developments in Two-Dimensional Infrared (2D IR) Correlation Spectroscopy , 1993 .

[64]  Espectroscopia de correlação bidimensional: fundamentos, aplicações e perspectivas , 2006 .

[65]  Shanjun Li,et al.  Water Diffusion Behavior in Epoxy Resins with Various Fluorine Contents , 2006, Applied spectroscopy.

[66]  A. Marcelli,et al.  Highly ordered self-assembled mesostructured membranes: Porous structure and pore surface coverage , 2007 .

[67]  R. Kannan,et al.  A Rheo-Optical FTIR Spectrometer for Investigating Molecular Orientation and Viscoelastic Behavior in Polymers , 2004 .

[68]  Gufeng Wang,et al.  Probing strong adsorption of individual solute molecules at solid/liquid interfaces with model-based statistical two-dimensional correlation analysis , 2006 .

[69]  R. Brüschweiler,et al.  Covariance nuclear magnetic resonance spectroscopy. , 2004, The Journal of chemical physics.

[70]  Han-hui Zhang,et al.  The structure and two-dimensional correlation infrared spectroscopy study of a new 2D polyoxomolybdate complex containing β-octamolybdate linked up by potassium ions: (4,4′-Hbpy)2(K2Mo8O26) , 2006 .

[71]  Juergen Kast,et al.  Correlation and convolution analysis of peptide mass spectra. , 2006, Analytical chemistry.

[72]  R. Hochstrasser,et al.  Anharmonicity of amide modes. , 2006, The journal of physical chemistry. B.

[73]  R. W. Frei,et al.  Two-dimensional column liquid chromatographic technique for resolution of complex mixtures , 1978 .

[74]  Y. Ozaki,et al.  Perturbation-Correlation Moving-Window Two-Dimensional Correlation Spectroscopy , 2006, Applied spectroscopy.

[75]  P. Carmona,et al.  New accessory for studies of isotopic 1H/2H exchange and biomolecular interactions using transmission infrared spectroscopy , 2006, Analytical and bioanalytical chemistry.

[76]  Mark S. Braiman,et al.  Vibrational Spectroscopy of Biological and Polymeric Materials , 2005 .

[77]  Yukihiro Ozaki,et al.  Self-modeling curve resolution (SMCR) by particle swarm optimization (PSO). , 2007, Analytica chimica acta.

[78]  Y. Ozaki,et al.  Thermal Degradation of Poly(3-hydroxybutyrate) and Poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) in Nitrogen and Oxygen Studied by Thermogravimetric–Fourier Transform Infrared Spectroscopy , 2007, Applied spectroscopy.

[79]  Manfred Spraul,et al.  Virtual chromatographic resolution enhancement in cryoflow LC-NMR experiments via statistical total correlation spectroscopy. , 2007, Analytical chemistry.

[80]  Yong-Bin Yan,et al.  Dissecting the pretransitional conformational changes in aminoacylase I thermal denaturation. , 2007, Biophysical journal.

[81]  Arno Simon,et al.  Dynamic infrared spectroscopy with a step-scan FT-IR for the characterization of polymers , 2004, Other Conferences.

[82]  D. Jonas Optical Analogs of 2D NMR , 2003, Science.

[83]  B. Pastrana-Ríos Simulation of FT-IR spectra and 2D-COS analysis for the thermal perturbation of apo-centrin , 2006 .

[84]  J. Choi,et al.  Two-dimensional circularly polarized IR photon echo spectroscopy of polypeptides: four-wave-mixing optical activity measurement. , 2007, Journal of Physical Chemistry A.

[85]  H. Richardson 2D-IR correlation and principle component analysis of interfacial melting of thin ice films , 2006 .

[86]  Junrong Zheng,et al.  Hydrogen bond lifetimes and energetics for solute/solvent complexes studied with 2D-IR vibrational echo spectroscopy. , 2007, Journal of the American Chemical Society.

[87]  Haitao Wang,et al.  A two-dimensional infrared correlation spectroscopic study on the thermal degradation of poly(2-hydroxyethyl acrylate)-co-methyl methacrylate/SiO2 nanohybrids , 2006 .

[88]  Jin Kon Kim,et al.  Application of principal component analysis-based two-dimensional correlation spectroscopy to characterization of order–disorder transition of polystyrene-block-poly(n-pentyl methacrylate) copolymer , 2006 .

[89]  Rasmus Bro,et al.  Vibrational overtone combination spectroscopy (VOCSY)—a new way of using IR and NIR data , 2007, Analytical and bioanalytical chemistry.

[90]  Jung Y. Huang,et al.  Probing field-induced submolecular motions in a ferroelectric liquid crystal mixture with time-resolved two-dimensional infrared spectroscopy , 2006, Journal of physics. Condensed matter : an Institute of Physics journal.

[91]  M. Poliakoff,et al.  Continuous reactions in supercritical fluids; a cleaner, more selective synthesis of thymol in supercritical CO2 , 2005 .

[92]  Y. Ozaki,et al.  Temperature-Dependent Structural Changes in Hydrogen Bonds in Microcrystalline Cellulose Studied by Infrared and Near-Infrared Spectroscopy with Perturbation-Correlation Moving-Window Two-Dimensional Correlation Analysis , 2006, Applied spectroscopy.

[93]  I. Noda,et al.  Study of traditional Chinese animal drugs using FT-IR and 2D-IR correlation spectroscopy. , 2006, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[94]  B. Xiang,et al.  Structure analysis of ascorbic acid using near-infrared spectroscopy and generalized two-dimensional correlation spectroscopy , 2006 .

[95]  S. Mukamel,et al.  Two-dimensional femtosecond vibrational spectroscopy of liquids , 1993 .

[96]  Riccardo Chelli,et al.  Domain formation in lipid bilayers probed by two-dimensional infrared spectroscopy. , 2006, The journal of physical chemistry. B.

[97]  H. Richardson,et al.  2D-IR correlation analysis of thin film water adsorbed on α-Al2O3(0001) , 2006 .

[98]  J. Lercher,et al.  On the trapping of SOx on CaO-Al2O3-based novel high capacity sorbents. , 2006, Physical chemistry chemical physics : PCCP.

[99]  Pengqian Wang,et al.  Electron impact dissociative ionization of carbonyl chlorofluoride , 2004 .

[100]  Philippe Colomban,et al.  Nanomechanics of single keratin fibres: A Raman study of the α‐helix →β‐sheet transition and the effect of water , 2007 .

[101]  Y. Ozaki,et al.  Drying Process of Microcrystalline Cellulose Studied by Attenuated Total Reflection IR Spectroscopy With Two-Dimensional Correlation Spectroscopy and Principal Component Analysis , 2006 .

[102]  E. Chaikof,et al.  Micelle density regulated by a reversible switch of protein secondary structure. , 2006, Journal of the American Chemical Society.

[103]  I. Noda,et al.  New Approaches to Generalized Two‐Dimensional Correlation Spectroscopy and Its Applications , 2006 .

[104]  K. Katti,et al.  Nature of water in nacre: a 2D Fourier transform infrared spectroscopic study. , 2007, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[105]  Ana P Ferreira,et al.  Monitoring a Complex Medium Fermentation with Sample‐Sample Two‐Dimensional FT‐NIR Correlation Spectroscopy , 2006, Biotechnology progress.

[106]  I. Noda,et al.  Generalized two-dimensional correlation analysis of NMR and Raman spectra for structural evolution characterizations of silk fibroin. , 2006, The journal of physical chemistry. B.

[107]  S. Howdle,et al.  GECO-DOSY Post-Processing Analysis of Polymers , 2007 .

[108]  S. Kuo,et al.  Hydrogen bonding interactions and miscibility between phenolic resin and octa(acetoxystyryl) polyhedral oligomeric silsesquioxane (AS‐POSS) nanocomposites , 2006 .

[109]  Suqin Sun,et al.  Study on Angelica and its different extracts by Fourier transform infrared spectroscopy and two-dimensional correlation IR spectroscopy. , 2006, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[110]  M. A. Czarnecki,et al.  Effect of temperature and concentration on the structure of sec-butyl alcohol and isobutyl alcohol/water mixtures: near-infrared spectroscopic study. , 2006, The journal of physical chemistry. A.

[111]  M. Rossi,et al.  Structural basis of the destabilization produced by an amino-terminal tag in the beta-glycosidase from the hyperthermophilic archeon Sulfolobus solfataricus. , 2006, Biochimie.

[112]  Isao Noda,et al.  New Approach to Generalized Two-Dimensional Correlation Spectroscopy. 1: Combination of Principal Component Analysis and Two-Dimensional Correlation Spectroscopy , 2002 .

[113]  Wei Zhao Doubly vibrationally enhanced four wave mixing spectroscopy in an acetonitrile–magnesium perchlorate mixture , 2006 .

[114]  Zhi‐Kang Xu,et al.  Diffusion and structure of water in polymers containing N-vinyl-2-pyrrolidone. , 2007, The journal of physical chemistry. B.

[115]  C. Toniolo,et al.  Different spectral signatures of octapeptide 3(10)- and alpha-helices revealed by two-dimensional infrared spectroscopy. , 2006, The journal of physical chemistry. B.

[116]  H. Kandori,et al.  Transformation of Time-Resolved Spectra to Lifetime-Resolved Spectra by Maximum Entropy Inversion of the Laplace Transform , 2006, Applied spectroscopy.

[117]  Jin Kon Kim,et al.  Phase Behavior of a Weakly Interacting Block Copolymer by Temperature-Dependent FTIR Spectroscopy , 2006 .

[118]  G. Giffin,et al.  Spectroscopic studies of polymer electrolytes based on poly(N-ethylethylenimine) and poly(N-methylethylenimine) , 2005 .

[119]  E. Blanch,et al.  Potential pitfalls concerning visualization of the 2D results , 2006 .

[120]  M. Valcárcel,et al.  Two-dimensional correlation spectroscopy and multivariate curve resolution for the study of lipid oxidation in edible oils monitored by FTIR and FT-Raman spectroscopy. , 2007, Analytica chimica acta.

[121]  I. Noda,et al.  Quadrature Orthogonal Signal Corrected Two-Dimensional Correlation Spectroscopy , 2006, Applied spectroscopy.

[122]  K. Kwak,et al.  Formation and dissociation of intra-intermolecular hydrogen-bonded solute-solvent complexes: chemical exchange two-dimensional infrared vibrational echo spectroscopy. , 2006, Journal of the American Chemical Society.

[123]  Jun Zhang,et al.  Conformational change in the C-terminal domain is responsible for the initiation of creatine kinase thermal aggregation. , 2005, Biophysical journal.

[124]  Yukihiro Ozaki,et al.  A New Possibility of the Generalized Two-Dimensional Correlation Spectroscopy. 1. Sample-Sample Correlation Spectroscopy , 2000 .

[125]  B. Hills,et al.  A low-field, low-cost Halbach magnet array for open-access NMR. , 2005, Journal of magnetic resonance.

[126]  Bogusława Czarnik-Matusewicz,et al.  Two-dimensional correlation analysis of Raman optical activity data on the α-helix-to-β-sheet transition in poly(L-lysine) , 2006 .

[127]  Isao Noda,et al.  Advances in two-dimensional correlation spectroscopy , 2004 .

[128]  Yan Xu,et al.  A study of water dehydration in nylon 6 as a function of temperature using two-dimensional (2D) correlation near-infrared (NIR) analysis , 2007 .

[129]  Y. Jung,et al.  Thermal behavior of langmuir-blodgett film of poly(tert-butyl methacrylate) by principal component analysis based two-dimensional correlation spectroscopy , 2005 .

[130]  Y. Ozaki,et al.  A General Model-Based Approach to Two-Dimensional Infrared Correlation Spectroscopy Incorporating the Global Phase Angle , 2006, Applied spectroscopy.

[131]  Y. Nishikawa,et al.  Two-Dimensional Correlation Study of Uniaxially Drawn Poly(Ethylene Terephthalate) Films by Using Attenuated Total Reflection Based Dynamic Compression Modulation Step-Scan Fourier Transform Infrared in Combination with Spectral Simulation Analysis by Density Functional Theory , 2006, Applied spectroscopy.

[132]  Isao Noda,et al.  Progress in two-dimensional (2D) correlation spectroscopy , 2006 .

[133]  Foo-Tim Chau,et al.  Chemical information of Chinese medicines: A challenge to chemist , 2006 .

[134]  Yinan Lin,et al.  Structure Analysis of Poly(N-isopropylacrylamide) Using Near-Infrared Spectroscopy and Generalized Two-Dimensional Correlation Infrared Spectroscopy , 2007, Applied spectroscopy.

[135]  P. Jurs,et al.  Computer-Enhanced Analytical Spectroscopy , 1988 .

[136]  R. Brüschweiler,et al.  Spectral deconvolution of chemical mixtures by covariance NMR. , 2004, Chemphyschem : a European journal of chemical physics and physical chemistry.

[137]  P. Schoenmakers,et al.  Comprehensive two-dimensional liquid chromatography of polymers. , 2003, Journal of chromatography. A.

[138]  Yuqing Wu,et al.  Classification of the hydrogen-bonding species in a series of novel hydrazide based azobenzene derivatives investigated by two-dimensional correlation infrared spectroscopy and molecular modeling. , 2006, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[139]  R. Giangiacomo Study of water–sugar interactions at increasing sugar concentration by NIR spectroscopy , 2006 .

[140]  Robert S Plumb,et al.  Statistical heterospectroscopy, an approach to the integrated analysis of NMR and UPLC-MS data sets: application in metabonomic toxicology studies. , 2006, Analytical chemistry.

[141]  Jeffrey S. Hannam,et al.  Heterovibrational Interactions, Cooperative Hydrogen Bonding, and Vibrational Energy Relaxation Pathways in a Rotaxane , 2007 .

[142]  X. Rouau,et al.  Structural heterogeneity of wheat arabinoxylans revealed by Raman spectroscopy. , 2006, Carbohydrate research.

[143]  Hai-Lung Dai,et al.  Two-dimensional cross-spectral correlation analysis and its application to time-resolved Fourier transform emission spectra of transient radicals. , 2005, The Journal of chemical physics.

[144]  E Holmes,et al.  Probing latent biomarker signatures and in vivo pathway activity in experimental disease states via statistical total correlation spectroscopy (STOCSY) of biofluids: application to HgCl2 toxicity. , 2006, Journal of proteome research.

[145]  Analysis of Raman modes of YNi2B2C by two-dimensional correlation spectroscopy , 2006 .

[146]  Igor K Lednev,et al.  Probing a fibrillation nucleus directly by deep ultraviolet Raman spectroscopy. , 2007, Journal of the American Chemical Society.

[147]  K. Nakamura,et al.  Study of the interaction between hair protein and organic acid that improves hair-set durability by near-infrared spectroscopy. , 2006, Journal of cosmetic science.

[148]  Y. Ozaki,et al.  Orthogonal signal corrected two-dimensional (OSC 2D) correlation infrared spectroscopy , 2006 .

[149]  Jin Kon Kim,et al.  Two-dimensional heterospectral correlation analysis of wide-angle X-ray scattering and infrared spectroscopy for specific chemical interactions in weakly interacting block copolymers. , 2006, The journal of physical chemistry. B.

[150]  J. Lindon,et al.  Scaling and normalization effects in NMR spectroscopic metabonomic data sets. , 2006, Analytical chemistry.

[151]  Y. Ozaki,et al.  Effect of band position shift on moving-window two-dimensional correlation spectroscopy , 2006 .

[152]  A. Marcelli,et al.  Kinetics of polycondensation reactions during self-assembly of mesostructured films studied by in situ infrared spectroscopy. , 2005, Chemical communications.

[153]  Haitao Wang,et al.  Two-dimensional ATR-FTIR Spectroscopic Study on the Water Diffusion Behavior in Polyimide/Silica Nanocomposite , 2006 .

[154]  Y. Ozaki,et al.  A Study on Water Adsorption onto Microcrystalline Cellulose by Near-Infrared Spectroscopy with Two-Dimensional Correlation Spectroscopy and Principal Component Analysis , 2006, Applied spectroscopy.

[155]  I. Noda,et al.  Sequential changes of main components in different kinds of milk powders using two-dimensional infrared correlation analysis , 2006 .

[156]  Yukihiro Ozaki,et al.  Generalized two-dimensional correlation spectroscopy , 2004 .

[157]  Mary R. Williams,et al.  Covariance mapping in the analysis of ignitable liquids by gas chromatography/mass spectrometry. , 2006, Analytical chemistry.

[158]  Y. Ozaki,et al.  New Development in Chemometrics , 2005 .

[159]  D. B. Stauffer,et al.  Hadamard transform and "no-peak" enhancement in measurement of tandem Fourier transform mass spectra , 1987 .

[160]  I. Noda,et al.  An NMR approach applicable to biomolecular structure characterization. , 2005, Analytical chemistry.

[161]  M. Valcárcel,et al.  Association of methanol and water in ionic liquids elucidated by infrared spectroscopy using two-dimensional correlation and multivariate curve resolution. , 2006, The journal of physical chemistry. B.

[162]  C. A. Paskocimas,et al.  Studies on Reduction Dynamics of Nickel Atoms Incorporated in MCM-41 by XANES with Two-Dimensional Correlation Spectroscopy Approaches , 2007 .

[163]  Maciej Śmiechowski,et al.  Molecular picture of hydroxide anion hydration in aqueous solutions studied by FT-IR ATR spectroscopy , 2007 .

[164]  A. Kazaks,et al.  Structural study of the catalytic domain of PKCζ using infrared spectroscopy and two‐dimensional infrared correlation spectroscopy , 2006, The FEBS journal.

[165]  M. Molenda,et al.  Changes in local structure of lithium manganese spinels (Li:Mn=1:2) characterised by XRD, DSC, TGA, IR, and Raman spectroscopy , 2005 .

[166]  Y. Ozaki,et al.  Hybrid two-dimensional correlation infrared study on the temperature- and pressure-induced concentration dynamics and structural variations of poly(N-isopropylacrylamide) , 2006 .

[167]  R. Dluhy,et al.  The application of two‐dimensional correlation spectroscopy to surface and interfacial analysis , 2006 .

[168]  P. de Vos,et al.  Methods for extracting biochemical information from bacterial Raman spectra: an explorative study on Cupriavidus metallidurans. , 2007, Analytica chimica acta.

[169]  Han-hui Zhang,et al.  Structure and two-dimensional correlation infrared spectroscopy study of two isomeric forms of the octamolybdate cluster , 2006 .

[170]  A. Włochowicz,et al.  Characterizing of Model Direct Dyes Interactions with Cotton Cellulose Via 1D and 2D Raman Spectroscopy , 2005 .

[171]  P. Carmona,et al.  Spectroscopic study of conformational changes accompanying self‐assembly of HCV core protein , 2006, Proteins.

[172]  P. Vandenabeele,et al.  Raman spectroscopic monitoring of Lactarius latex. , 2006, Phytochemistry.

[173]  Yukihiro Ozaki,et al.  A Novel Application of Hybrid Two-Dimensional Correlation Infrared Spectroscopy: Exploration of the Reversibility of the Pressure- and Temperature-Induced Phase Separation of Poly(N-isopropylacrylamide) and Poly(N-isopropylmethacrylamide) in Aqueous Solution , 2006 .

[174]  Statistical two-dimensional correlation coefficient mapping of simulated tissue phantom data: Boundary determination in tissue classification for cancer diagnosis , 2006 .

[175]  Seung-Woo Lee,et al.  Rubbed Thin Films of Well-defined Brush Polyimides for Flat-Panel Liquid Crystal Displays: Surface Morphology, Molecular Orientation, and Liquid Crystal Alignability , 2006 .

[176]  A. Grenov,et al.  Extension of two-dimensional global phase difference correlation analysis to step-scan FT-IR photoacoustic spectral depth profiling of layered systems , 2006 .

[177]  Amber T. Krummel,et al.  Interpreting DNA vibrational circular dichroism spectra using a coupling model from two-dimensional infrared spectroscopy. , 2006, The journal of physical chemistry. B.

[178]  Y. Ozaki,et al.  Application of Sample—Sample Two-Dimensional Correlation Spectroscopy to Determine the Glass Transition Temperature of Poly(Ethylene Terephthalate) Thin Films , 2007, Applied spectroscopy.

[179]  G. Bodenhausen,et al.  Principles of nuclear magnetic resonance in one and two dimensions , 1987 .

[180]  R. Dluhy,et al.  Two-dimensional infrared correlation spectroscopy: Global phase angles for specific analytical systems , 2006 .

[181]  M. Fernández-García,et al.  X-ray absorption spectroscopic investigation of partially reduced cobalt species in Co-MCM-41 catalysts during synthesis of single-wall carbon nanotubes. , 2005, The journal of physical chemistry. B.

[182]  L. Frasinski,et al.  Covariance Mapping: A Correlation Method Applied to Multiphoton Multiple Ionization , 1989, Science.

[183]  Isao Noda,et al.  New Approach to Generalized Two-Dimensional Correlation Spectroscopy. III: Eigenvalue Manipulation Transformation (EMT) for Spectral Selectivity Enhancement , 2003, Applied spectroscopy.

[184]  R. Siuda,et al.  Comparison of the usability of different spectral ranges within the near ultraviolet, visible and near infrared ranges (UV-VIS-NIR) region for the determination of the content of scab-damaged component in blended samples of ground wheat , 2006, Food additives and contaminants.

[185]  S. d'Auria,et al.  D‐Trehalose/D‐maltose‐binding protein from the hyperthermophilic archaeon Thermococcus litoralis: The binding of trehalose and maltose results in different protein conformational states , 2006, Proteins.

[186]  N. W. Barnett,et al.  Compositional dynamics of a commercial wine fermentation using two-dimensional FTIR correlation analysis , 2007 .

[187]  Jun Zhang,et al.  Oligomerization and aggregation of bovine pancreatic ribonuclease A: characteristic events observed by FTIR spectroscopy. , 2006, Biophysical journal.

[188]  H. Dai,et al.  Time‐Resolved FTIR Emission Spectroscopy of Transient Radicals , 2005 .

[189]  Suqin Sun,et al.  Application of Wavelet Transform in Improving Resolution of Two-Dimensional Infrared Correlation Spectroscopy , 2005, ICIC.

[190]  Han-hui Zhang,et al.  Synthesis, crystal structure and two-dimensional infrared correlation spectroscopy of a layer-like transition metal (TM)-oxalate templated polyoxovanadium borate , 2005 .

[191]  Xiaolin Cao,et al.  Two-dimensional vibrational circular dichroism correlation spectroscopy: pH-induced spectral changes in l-alanine , 2006 .

[192]  Two-dimensional low resolution raman spectroscopy applied to fast discrimination of clinically relevant microorganisms: a whole-organism fingerprinting approach , 2006 .

[193]  J. Arrondo,et al.  Interaction of alcohols with serum LDL An infrared study. , 2006, Chemistry and physics of lipids.

[194]  M. Poliakoff,et al.  "Hydrogen-catalyzed" dehydrogenation: a supercritical conundrum. , 2005, Angewandte Chemie.

[195]  Maciej Śmiechowski,et al.  Proton hydration in aqueous solution: Fourier transform infrared studies of HDO spectra. , 2006, The Journal of chemical physics.

[196]  V. Luna-Pabello,et al.  Spectroscopic determination of poly-aromatic compounds in petroleum contaminated soils , 2004 .

[197]  Bogusława Czarnik-Matusewicz,et al.  Application of two-dimensional correlation analysis to Raman optical activity , 2006 .

[198]  S. Kuo,et al.  Influence of PMMA-Chain-End Tethered Polyhedral Oligomeric Silsesquioxanes on the Miscibility and Specific Interaction with Phenolic Blends , 2006 .

[199]  Peter Sprenger,et al.  Development of 2D band-target entropy minimization and application to the deconvolution of multicomponent 2D nuclear magnetic resonance spectra. , 2005, Analytical chemistry.

[200]  W. White,et al.  Unusual polymerization of 3-(trimethoxysilyl)-propyldimethyloctadecyl ammonium chloride on PET substrates , 2004 .

[201]  Isao Noda,et al.  Two-dimensional correlation spectroscopy , 2002 .

[202]  Xiaoyun Liu,et al.  Study on cure reaction of the blends of bismaleimide and dicyanate ester , 2006 .

[203]  H. G. Schulze,et al.  Discrimination between UV radiation‐induced and thermally induced spectral changes in AT‐paired DNA oligomers using UV resonance Raman spectroscopy , 2006 .

[204]  N. Ge,et al.  Conformations of N-acetyl-L-prolinamide by two-dimensional infrared spectroscopy. , 2006, The journal of physical chemistry. B.

[205]  Michael E Sigman,et al.  Analysis of triacetone triperoxide by gas chromatography/mass spectrometry and gas chromatography/tandem mass spectrometry by electron and chemical ionization. , 2006, Rapid communications in mass spectrometry : RCM.

[206]  K. Kwak,et al.  Ultrafast 2D IR vibrational echo spectroscopy. , 2007, Accounts of chemical research.

[207]  I. Noda,et al.  Two-dimensional gel permeation chromatography (2-D GPC) correlation studies of the aggregate–aggregate interactions in acid-catalyzed triethoxysilyl-terminated polystyrene systems: weak catalysis by HNO3 , 2005 .

[208]  Y. Jung,et al.  Details of phonon modes of YNi2B2C studied by principal component analysis and two-dimensional correlation analysis , 2006 .

[209]  M. Reiher,et al.  First-Principles Approach to Vibrational Spectroscopy of Biomolecules , 2006 .

[210]  Yukihiro Ozaki,et al.  Two-Dimensional Correlation Spectroscopy: Applications in Vibrational and Optical Spectroscopy , 2002 .

[211]  Y. Ozaki,et al.  Study on temperature-dependent changes in hydrogen bonds in cellulose Ibeta by infrared spectroscopy with perturbation-correlation moving-window two-dimensional correlation spectroscopy. , 2006, Biomacromolecules.

[212]  R. Brüschweiler,et al.  Double-quantum biased covariance spectroscopy: application to the 2D INADEQUATE experiment. , 2005, Journal of magnetic resonance.

[213]  I. Ardelean,et al.  Ir and Raman investigation of x(CuO·V2O5)(1-x)[P2O5·CaF2] glass system , 2006 .

[214]  J. Rieppo,et al.  Enhancing FTIR imaging capabilities with two-dimensional correlation spectroscopy (2DCOS) : A study of concentration gradients of collagen and proteoglycans in human patellar cartilage , 2006 .

[215]  I. Iloro,et al.  Simulation of FT-IR spectra and 2D-COS analysis for the H/D exchange of two related ligands , 2006 .

[216]  I. de la Arada,et al.  Structural analysis and assembly of the HIV-1 Gp41 amino-terminal fusion peptide and the pretransmembrane amphipathic-at-interface sequence. , 2006, Biochemistry.

[217]  I. Noda,et al.  Discrimination of Chinese Sauce liquor using FT-IR and two-dimensional correlation IR spectroscopy , 2006 .

[218]  I. Noda Generalized Two-Dimensional Correlation Method Applicable to Infrared, Raman, and other Types of Spectroscopy , 1993 .

[219]  M. Sáenz-Navajas,et al.  Detection of albumin unfolding preceding proteolysis using Fourier transform infrared spectroscopy and chemometric data analysis. , 2006, Analytical chemistry.

[220]  Geoffrey Bodenhausen,et al.  Two-dimensional fourier transform ion cyclotron resonance mass spectrometry , 1987 .

[221]  T. Sasaki,et al.  Quantitative determination of corrosion products and adsorbed water on copper in humid air containing SO2 by IR-RAS measurements , 2006 .

[222]  K. Kwak,et al.  Ultrafast Carbon-Carbon Single-Bond Rotational Isomerization in Room-Temperature Solution , 2006, Science.

[223]  R. Hochstrasser,et al.  Local Structure of β-Hairpin Isotopomers by FTIR, 2D IR, and Ab Initio Theory , 2006 .

[224]  Isao Noda,et al.  Two-dimensional infrared spectroscopy , 1989 .

[225]  Quantitative Vibrational Spectrometry in the 21st Century: A Scientometric Evaluation , 2005 .

[226]  D. Himmelsbach,et al.  Two-Dimensional Vibration Spectroscopy: Correlation of Mid- and Near-Infrared Regions , 1992 .

[227]  C. Nicolini,et al.  Thermal stability of lysozyme Langmuir-Schaefer films by FTIR spectroscopy. , 2007, Langmuir : the ACS journal of surfaces and colloids.

[228]  F. Meersman,et al.  Two-dimensional correlation infrared spectroscopic study on the conformational changes occurring in the thermally induced pretransition of ribonuclease A , 2006 .

[229]  James A. de Haseth,et al.  The Use of Two-Dimensional Correlation Spectroscopy to Characterise the Differences in Research Grade Instruments , 2006 .

[230]  H. Pan,et al.  The methyl C-H blueshift in N,N-dimethylformamide-water mixtures probed by two-dimensional Fourier-transform infrared spectroscopy. , 2006, The Journal of chemical physics.

[231]  H. Shin,et al.  Glass Transition Temperature and Conformational Changes of Poly(methyl methacrylate) Thin Films Determined by a Two-Dimensional Map Representation of Temperature-Dependent Reflection−Absorption FTIR Spectra , 2002 .