Infrared and raman spectroscopic imaging:
Gespeichert in:
| Format: | Buch |
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| Sprache: | English |
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Weinheim
WILEY-VCH
2009
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| Beschreibung: | XX, 510 S. Ill., graph. Darst. |
| ISBN: | 9783527319930 |
Internformat
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| 245 | 1 | 0 | |a Infrared and raman spectroscopic imaging |c ed. by Reiner Salzer ... |
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| 650 | 4 | |a Diagnostic Imaging | |
| 650 | 4 | |a Image Processing, Computer-Assisted | |
| 650 | 4 | |a Infrared spectroscopy | |
| 650 | 4 | |a Raman spectroscopy | |
| 650 | 4 | |a Spectrophotometry, Infrared | |
| 650 | 4 | |a Spectrum Analysis, Raman | |
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Datensatz im Suchindex
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Titel: Infrared and raman spectroscopic imaging
Autor: Salzer, Reiner
Jahr: 2009
I V
Contents
Preface XV
List of Contributors XVII
Part One Basic Methodology
1 Infrared and Raman Instrumentation for Mapping and Imaging 3
Peter R. Griffiths
1.1 Introduction to Mapping and Imaging 3
1.2 Mid-Infrared Microspectroscopy and Mapping 5
1.2.1 Microscopes and Sampling Techniques 5
1.2.2 Detectors for Mid-Infrared Microspectroscopy 9
1.2.3 Sources for Mid-Infrared Microspectroscopy 12
1.2.4 Spatial Resolution 15
1.2.5 Transmission Microspectroscopy 20
1.2.6 Attenuated Total Reflection Microspectroscopy 21
1.3 Raman Microspectroscopy and Mapping 24
1.3.1 Introduction to Raman Microspectroscopy 24
1.3.2 CCD Detectors 29
1.3.3 Spatial Resolution 31
1.3.4 Tip-Enhanced Raman Spectroscopy 33
1.4 Near-Infrared Hyperspectral Imaging 36
1.5 Raman Hyperspectral Imaging 41
1.6 Mid-Infrared Hyperspectral Imaging 45
1.6.1 Spectrometers Based on Two-Dimensional Array Detectors 45
1.6.2 Spectrometers Based on Hybrid Linear Array Detectors 50
1.6.3 Sampling 52
1.7 Mapping with Pulsed Terahertz Radiation 56
1.8 Summary 60
Acknowledgments 62
References 62
Infrared and Raman Spectroscopic Imaging. Edited by Reiner Salzer and Heinz W. Siesler
Copyright © 2009 WILEY-VCH Verlag GmbH Co. KGaA, Weinheim
ISBN: 978-3-527-31993-0
VI I Contents
2 Chemometric Tools for Image Analysis 65
Anna dejuan, Marcel Maeder, Thomas Hancewicz, Ludovic Duponchel,
and Roma Tauler
2.1 Introduction 65
2.2 Hyperspectral Images: The Measurement 66
2.2.1 The Data Set and the Underlying Model 66
2.3 Image Preprocessing 68
2.3.1 Signal Preprocessing 69
2.3.1.1 De-noising 69
2.3.1.2 Baseline Correction 69
2.3.1.3 Detection and Suppression of Anomalous Pixels or Anomalous
Spectral Readings 70
2.3.2 Data Pretreatments 70
2.3.3 Image Compression 71
2.4 Exploratory Image Analysis 72
2.4.1 Classical Image Representations 72
2.4.2 Multivariate Image Analysis (MIA) and Principal Component Analysis
(PCA) 72
2.5 Quantitative Image Information: Multivariate Image Regression
(MIR) 77
2.6 Image Segmentation 80
2.6.1 Unsupervised and Supervised Segmentation Methods 80
2.6.2 Hard and Fuzzy Segmentation Approaches 83
2.7 Image Resolution 84
2.7.1 The Image Resolution Concept: Monolayer and Multilayer Image
Analysis 84
2.7.2 Spatial and Spectral Exploration 85
2.7.3 The Resolution Process: Initial Estimates and Constraints 89
2.7A Resolution on Compressed Images 95
2.7.5 Resolution and Available Library Spectra 97
2.7.6 Multilayer and Multi-Image Resolution 100
References 206
Part Two Biomedical Applications
3 Vibrational Spectroscopic Imaging of Soft Tissue 113
Christoph Kraft
3.1 Introduction 113
3.1.1 Epithelium 114
3.1.2 Connective Tissue and Extracellular Matrix 115
3.1.3 Muscle Tissue 116
3.1.4 Nervous Tissue 117
3.2 Preparation of Soft Tissue for Vibrational Spectroscopic Imaging 118
3.2.1 General Preparation Strategies 118
3.2.2 Vibrational Spectra of Reference Materials 119
Contents I VII
3.2.3 Preparation for FT-IR Imaging 121
3.2.4 Preparation for Raman Imaging 123
3.3 Applications to Soft Tissues 124
3.3.1 Colon Tissue 124
3.3.2 Brain Tissue and Brain Tumors 128
3.3.2.1 Whole Mouse Brains 129
3.3.2.2 Primary Brain Tumors 131
3.3.2.3 Secondary Brain Tumors 133
3.3.3 Cervix Uteri and Squamous Cell Carcinoma 135
3.3.4 Skin 139
3.3.4.1 Corneocyte Biology 139
3.3.4.2 Pharmacology 140
3.3.4.3 Disease and Cancer Diagnosis 140
3.3.4.4 Raman Systems for Skin Studies 141
3.3.5 Ocular Tissue 141
3.3.5.1 Macular Degeneration of the Retina 142
3.3.5.2 Chemical Composition of the Vitreous and the Lens 142
3.4 Conclusions 142
References 143
4 Vibrational Spectroscopic Imaging of Hard Tissues 149
Michael D. Morris, Matthew V. Schulmerich, Kathryn A. Dooley, and
Karen A. Esmonde-White
4.1 Infrared and Raman Spectroscopy of Bone 149
4.2 Infrared and Raman Imaging of Bone 150
4.2.1 Introduction 150
4.2.2 Imaging of Normal, Healthy Mineralized Tissue as a Function of
Age 151
4.2.3 Adaptation of Bone Induced by Genetic Modifications 154
4.2.4 Adaptation of Bone in Response to External Stress 156
4.2.5 Adaptation of Bone in Response to Osteoporosis 159
4.3 Infrared and Raman Spectroscopy of Cartilage 162
4.4 Infrared and Raman Imaging of Cartilage 164
4.4.1 Unmineralized Cartilage Tissue 164
4.4.2 Mineralized Cartilage and Subchondral Bone 165
4.4.3 Applications in Tissue Engineering 166
4.5 Conclusions 167
References 168
5 Infrared and Raman Spectroscopy and Spectral Imaging of Individual
Cells 173
Max Diem, Christian Matthaus, Tatyana Chernenko, Melissa J. Romeo,
MiloS Miljkovii, Benjamin Bird, Jennifer Schubert, Kostas Papamarkakis,
and Nora Laver
5.1 Introduction 173
VIIII Contents
5.2 Methods 175
5.2.1 Cell Collection and Culturing Methods 175
5.2.1.1 Exfoliated Cells 175
5.2.1.2 Cultured Cells 176
5.2.2 Sample Preparation 177
5.2.2.1 Sample Substrates 177
5.2.2.2 Fixation 177
5.2.2.3 Sample Deposition 177
5.2.3 Data Acquisition 178
5.2.3.1 Raman Spectroscopy and Raman Spectral Mapping 178
5.2.3.2 Infrared Instrumentation 179
5.2.4 Methods of Data Analysis 179
5.2.4.1 Data Pre-Processing 179
5.2.4.2 Principal Component Analysis (PCA) 180
5.2.4.3 Hierarchical Cluster Analysis (HCA) 181
5.3 Results and Discussion 182
5.3.1 General Features of Infrared and Raman Spectra of Cells 182
5.3.2 Infrared Cytology 184
5.3.2.1 Oral Mucosa Cells 184
5.3.2.2 Human Urine-Borne Cells 185
5.3.2.3 Human and Canine Cervical Cells 188
5.3.3 Results from Confocal Raman Microspectroscopy of Human
Cells 192
5.3.3.1 Morphology and Subcellular Organization of Cells 192
5.3.3.2 Visualization of Mitosis 196
5.3.3.3 Liposome Uptake into Cells 196
5.4 Conclusions 199
Acknowledgments 199
References 199
6 3-D Imaging of Biomedical Samples 203
Don McNaughton, Bayden R. Wood, Timothy C. Cox,
Jorg-Detlef Drenckhahn, and Keith R. Bambery
6.1 Introduction 203
6.2 Methodologies 204
6.2.1 Sample Preparation and Spectroscopy 204
6.2.2 Univariate and Multivariate Image Construction 205
6.2.3 Artificial Neural Network Image Construction 208
6.3 Resultant 3-D Images 209
6.3.1 Chemimage and UHCA Stack Plots 209
6.3.2 3-D Chemimage and UHCA Images 210
6.3.2.1 Cervical Adenocarcinoma 210
6.3.2.2 Adult Mouse Heart 215
6.3.2.3 3-D ANN Images 217
6.4 Conclusions 219
Contents IIX
Acknowledgments 220
References 220
Part Three Agricultural Applications
7 FT-IR Microspectroscopic Imaging of Plant Material 225
David L Wetzel
7.1 Introduction, Background and Perspective 225
7.1.1 Early Technology 225
7.1.2 Optical Advances 226
7.1.3 Early Imaging Applications 227
7.1.4 Spatial Resolution 228
7.2 Application of IMS to Kernels and Seeds of Plants 230
7.2.1 Motive and First Applications of Spatially Resolved IMS 230
7.2.2 Mapping Tissue Sections 231
7.2.3 Transitions across Botanical Parts 232
7.2.4 Imaging Single Cells 234
7.2.5 Applying Synchrotron IMS to Kernels, Seeds and Other
Tissues 237
7.2.6 Various Applications of IMS 240
7.2.7 Wheat Quality via IMS and Germination Study 241
7.2.8 Desiccation Study 243
7.3 Leaves 244
7.4 Application of IMS to Stems and Cellulose Polymers 247
7'.4.1 Structure and Lignification 247
7.4.2 Application of Polarized IMS 248
7.4.3 Alteration of Cell Wall Architecture 248
7.4.4 Flax Fibers 250
7.4.5 Biopolymer Structure 251
7.4.6 Cell Wall Alterations via Mutations 252
7.4.7 Cell Wall Heterogeneity 253
7.4.8 Esters in Cell Walls 253
7.5 Algae 254
7.6 Comments 254
Acknowledgments 254
References 255
8 Near-Infrared Hyperspectral Imaging in Food and Agricultural
Science 259
Vironique Bellon-Maurel andjanie Dubois
8.1 Introduction 259
8.1.1 A Brief History of Near-Infrared Spectral Imagers 259
8.1.2 When Should NIR Hyperspectral Imaging be Used in Food and
Agricultural Products? 260
8.2 At the Laboratory Scale 261
X Contents
8.2.1 Factors to Consider in the Development of NIR Chemical Imaging
Methods 262
8.2.2 The Many Interests of Corn from a NIR Imaging Perspective 263
8.2.3 Can NIR Chemical Imaging Replace Traditional Wet Chemistry? 266
8.2.4 Interest of NIR Chemical Imaging in Plant Breeding and GMOs 267
8.2.5 Interest of NIR Chemical Imaging in Animal Feed 269
8.2.6 A Quick Look at Other Products 270
8.2.7 Conclusion: Laboratory-Based NIR Imaging 271
8.3 At the Industrial Scale 271
8.3.1 Introduction 271
8.3.1.1 The Failure of RGB Systems in Food Quality Control 271
8.3.1.2 How Did We Come to On-Line NIR Imaging? 272
8.3.1.3 When Is NIR Imaging Worth Using in On-Line Settings? 274
8.3.2 External Contamination Detection by NIR Imaging 275
8.3.2.1 Foreign Bodies 275
8.3.2.2 Surface Liquid Contaminations 277
8.3.3 Surface and Subsurface Nonconformities 279
8.3.3.1 Human-Detectable Defects 280
8.3.3.2 Potential Defects: Chilling Injuries, Potential Greening Area 281
8.3.4 Detection of Internal Defects by Candling 282
8.3.4.1 Internal Foreign Bodies 282
8.3.4.2 Internal Tissue Defects 283
8.3.5 Measuring Internal Quality Traits 284
8.3.6 Chemical Imaging Analysis of Heterogeneous Products and
Heterogeneous Product Streams 285
8.3.6.1 Gradual Chemical Changes: Mapping the Chemistry of a Sample 285
8.3.6.2 Targeted Chemical Composition Analysis 287
8.3.7 Conclusion: On-Line Applications 288
8.4 General Conclusions 289
8.4.1 Hardware Development 289
8.4.2 Data Processing 290
8.4.3 Calibration and Characterization of NIR Imaging Systems 290
8.4.4 Concluding Remarks 292
References 292
Part Four Polymers and Pharmaceuticals
9 FT-IR and NIR Spectroscopic Imaging: Principles, Practical Aspects and
Applications in Material and Pharmaceutical Sciences 297
Elke Wessel, Christian Vogel, Olga Kolomiets, Uwe Hoffmann, and
Heinz W. Siesler
9.1 Introduction 297
9.2 Instrumentation for FT-IR and NIR Imaging 299
9.2.1 NIR Imaging 300
9.2.2 FT-IR Imaging 302
Contents I XI
9.2.2.1 Micro FT-IR Imaging 303
9.2.2.2 Macro FT-IR Imaging 304
9.2.2.3 Measurement of an FT-IR Image 305
9.2.2.4 Observation of a Penetration Depth Gradient in ATR FT-IR
Spectroscopic Imaging Applications 306
9.2.2.5 Influence of Pressure on ATR FT-IR Imaging Results 310
9.2.2.6 Spatial Resolution of Micro FT-IR Imaging Measurements 312
9.3 Applications of FT-IR Imaging for Polymer Research and Quality
Control 3 IS
9.3.1 Investigation of Phase Separation in Biopolymer Blends 318
9.3.2 Imaging Anisotropic Materials with Polarized Radiation 321
9.3.2.1 Blends of PHB and PLA 321
9.3.2.2 Stress-Induced Phase Transformation in Poly(vinylidene fluoride) 324
9.3.3 Diffusion of D2O into Polyamide 11 327
9.3.3.1 Experimental 328
9.3.3.2 Results and Discussion 329
9.3.4 Conclusions 334
9.4 NIR Imaging Spectroscopy for Quality Control of Pharmaceutical Drug
Formulations 335
9.4.1 Quantitative Determination of Active Ingredients in a Pharmaceutical
Drug Formulation 335
9.4.2 Spatial Distribution of the Active Ingredients in a Pharmaceutical Drug
Formulation 340
9.4.3 Conclusions 343
References 343
10 ATR-FT-IR Imaging for Pharmaceutical and Polymeric Materials: From
Micro to Macro Approaches 347
Sergei C. Kazarian, K. L Andrew Chan, and Feng H. Tay
10.1 Introduction 347
10.2 The Versatility of ATR-FT-IR Imaging 349
10.2.1 Micro ATR Imaging 351
10.2.2 ATR-FT-IR Imaging with a Diamond Accessory 352
10.2.2.1 Comparison of'New' and 'Old' Diamond ATR Accessories 353
10.2.3 ATR-FT-IR Imaging with an Expanded Field of View 354
10.2.4 ATR-FT-IR Imaging with Variable Angle of Incidence 355
10.2.5 Quantitative ATR-FT-IR Imaging 356
10.3 Applications of ATR-FT-IR Imaging in the Materials Sciences 358
10.3.1 Study of the Polymer/Carbon Fiber Interface 358
10.3.2 Polystyrene, Polyethylene Blend: The Effect of a Compatibilizer 361
10.4 Applications of ATR-FT-IR Imaging in the Pharmaceutical
Sciences 361
10.4.1 Imaging of Compacted Tablets 361
10.4.2 ATR-FT-IR Imaging of Tablet Dissolution 364
10.4.3 High-Throughput Studies with ATR-FT-IR Imaging 367
XII I Contents
10.5 ATR-FT-IR Imaging for Forensic Applications 370
10.5.1 Detection of Trace Materials 370
10.5.2 Imaging of Counterfeit Tablets 372
10.6 Conclusions and Outlook 372
References 373
11 Raman Spectral Imaging on Pharmaceutical Products 377
Eunah Lee
11.1 Overview 377
11.2 Hyperspectral Imaging 378
11.2.1 Terminologies 3 78
11.2.2 Advantages 378
11.2.3 Spectra versus Image 379
11.2.3.1 Spectral Intensity and Speed 379
11.2.3.2 SNR and Image Quality 380
11.2.3.3 Spectral Resolution and Detection Limit 382
11.2.3.4 Instrumentation 383
11.2.4 An Example of Raman Hyperspectral Imaging Analysis: I 383
11.3 Empirical Approach to Successful Raman Hyperspectral
Imaging 383
11.3.1 Spectroscopy 383
11.3.2 Mapping 386
11.3.3 Data Analysis: Spectroscopy 388
11.3.3.1 Unsupervised Analysis 388
11.3.3.2 Supervised Analysis 392
11.3.4 Data Analysis: Raman Images 393
11.3.4.1 Statistical Analysis 393
11.3.4.2 Morphological Analysis 394
11.3.5 An Example of Raman Hyperspectral Imaging Analysis: II 396
11.4 Raman in Multimodal Hyperspectral Imaging 397
11.5 Conclusions 400
Acknowledgments 401
References 402
Part Five Developments in Methodology
12 Deep, Noninvasive Raman Spectroscopy of Diffusely Scattering
Media 405
Pavel Matousek
12.1 Introduction 405
12.2 Techniques for Deep, Noninvasive Raman Spectroscopy 406
12.2.1 Temporal Methods: Ultrafast Gating 406
12.2.2 Spatial Methods: Spatially Offset Raman Spectroscopy (SORS) 407
12.2.3 Inverse SORS 410
12.2A Transmission Raman Spectroscopy 411
Contents I XIII
12.2.5 Raman Signal Enhancement Using a Bandpass Filter 412
12.3 Examples of Application Areas 414
12.3.1 Probing of Bones through Skin for Disease Diagnosis 414
12.3.2 Chemical Identification of Calcifications in Breast Cancer Lesions 416
12.3.3 Probing of Pharmaceutical Tablets in Quality Control 419
12.3 A Probing of Pharmaceutical Capsules in Quality Control 421
12.3.5 Noninvasive Detection of Counterfeit Drugs 421
12 A Outlook on Raman Tomography 424
12.5 Conclusions 424
Acknowledgments 424
References 425
13 Planar Array Infrared Spectroscopy and 1-D Imaging 427
Christian Pellerin
13.1 Introduction 427
13.2 Concept and Instrumentation 427
13.3 PA-IR Spectroscopy 430
13.4 Applications 434
13.4.1 Ultrathin Films 434
13.4.2 Time-Resolved Studies 437
13.4.3 Dynamic IR Linear Dichroism 442
13.4.4 Emission PA-IR Imaging 444
13.4.5 PA-IR Microscopy 447
13.5 Conclusions 448
References 448
14 Biomedical Applications of Infrared Microspectroscopy Using
Synchrotron Radiation 451
Lisa M. Miller
14.1 Introduction 451
14.2 Spatial Resolution Considerations 452
14.3 Advantages of a Synchrotron IR Source 454
14.4 Instrumentation 455
14.4.1 Infrared Beamlines 455
14.4.2 Synchrotron Infrared Microscopes 457
14.4.3 Infrared Detectors 458
14.5 Biological Sample Preparation and Modes of Data Collection 458
14.5.1 Transmission Mode 459
14.5.2 Reflection Mode 459
14.6 Biological and Medical Applications of Synchrotron IR
Microspectroscopy 461
14.7 Future Directions for Synchrotron IR Microspectroscopy 466
Acknowledgments 468
Abbreviations 468
References 468
XIV I Contents
15 Spectroscopic Imaging with Nanometer Resolution Using Near-Field
Methods 473
Boon-Siang Yeo, Thomas Schmid, Weihua Zhang, and Renato Zenobi
15.1 Introduction 473
15.2 Methods 474
15.2.1 Scanning Near-Field Optical Microscopy with Aperture Probes 474
15.2.2 Tip-Enhanced Raman Spectroscopy 475
15.2.3 Scattering SNOM 478
15.2.4 Comparison of the Near-Field Spectroscopic Methods 479
15.2.5 Imaging 479
15.3 Applications 480
15.3.1 Carbon Nanotubes 480
15.3.2 Semiconductors 481
15.3.3 Polymers and Other Materials 484
15.3.4 Biological Applications - I: IR a-SNOM of Fibroblasts 486
15.3.5 Biological Applications - II: DNA 488
15.3.6 Biological Applications - III: AFMIR of Escherichia coli 489
15.3.7 Biological Applications - IV: Towards Full Spectroscopic Imaging 491
15.4 Current Challenges 494
15.4.1 Performance of the Tips 494
15.4.2 TERS Signal Modulation by Surface Roughness 494
15.4.3 Tip Contamination, Analyte Dissociation and 'Blinking' 495
15.5 Summary and Outlook 496
Acknowledgments 497
References 497
Index 501 |
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| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content |
| genre_facet | Aufsatzsammlung |
| id | DE-604.BV035468762 |
| illustrated | Illustrated |
| indexdate | 2024-07-20T10:09:12Z |
| institution | BVB |
| isbn | 9783527319930 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-017388460 |
| oclc_num | 316434145 |
| open_access_boolean | |
| owner | DE-19 DE-BY-UBM DE-29T DE-634 DE-898 DE-BY-UBR DE-91G DE-BY-TUM DE-20 DE-83 DE-1043 DE-11 |
| owner_facet | DE-19 DE-BY-UBM DE-29T DE-634 DE-898 DE-BY-UBR DE-91G DE-BY-TUM DE-20 DE-83 DE-1043 DE-11 |
| physical | XX, 510 S. Ill., graph. Darst. |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | WILEY-VCH |
| record_format | marc |
| spelling | Infrared and raman spectroscopic imaging ed. by Reiner Salzer ... Weinheim WILEY-VCH 2009 XX, 510 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Diagnostic Imaging Image Processing, Computer-Assisted Infrared spectroscopy Raman spectroscopy Spectrophotometry, Infrared Spectrum Analysis, Raman Raman-Spektroskopie (DE-588)4176916-8 gnd rswk-swf Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf Infrarotspektroskopie (DE-588)4135411-4 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Infrarotspektroskopie (DE-588)4135411-4 s Raman-Spektroskopie (DE-588)4176916-8 s Bildgebendes Verfahren (DE-588)4006617-4 s 1\p DE-604 DE-604 Salzer, Reiner 1942- Sonstige (DE-588)1023937743 oth text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3113011&prov=M&dok_var=1&dok_ext=htm Inhaltstext HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017388460&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Infrared and raman spectroscopic imaging Diagnostic Imaging Image Processing, Computer-Assisted Infrared spectroscopy Raman spectroscopy Spectrophotometry, Infrared Spectrum Analysis, Raman Raman-Spektroskopie (DE-588)4176916-8 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd Infrarotspektroskopie (DE-588)4135411-4 gnd |
| subject_GND | (DE-588)4176916-8 (DE-588)4006617-4 (DE-588)4135411-4 (DE-588)4143413-4 |
| title | Infrared and raman spectroscopic imaging |
| title_auth | Infrared and raman spectroscopic imaging |
| title_exact_search | Infrared and raman spectroscopic imaging |
| title_full | Infrared and raman spectroscopic imaging ed. by Reiner Salzer ... |
| title_fullStr | Infrared and raman spectroscopic imaging ed. by Reiner Salzer ... |
| title_full_unstemmed | Infrared and raman spectroscopic imaging ed. by Reiner Salzer ... |
| title_short | Infrared and raman spectroscopic imaging |
| title_sort | infrared and raman spectroscopic imaging |
| topic | Diagnostic Imaging Image Processing, Computer-Assisted Infrared spectroscopy Raman spectroscopy Spectrophotometry, Infrared Spectrum Analysis, Raman Raman-Spektroskopie (DE-588)4176916-8 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd Infrarotspektroskopie (DE-588)4135411-4 gnd |
| topic_facet | Diagnostic Imaging Image Processing, Computer-Assisted Infrared spectroscopy Raman spectroscopy Spectrophotometry, Infrared Spectrum Analysis, Raman Raman-Spektroskopie Bildgebendes Verfahren Infrarotspektroskopie Aufsatzsammlung |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=3113011&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017388460&sequence=000004&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT salzerreiner infraredandramanspectroscopicimaging |