Preface |
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xv | |
Author |
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xix | |
About the Panel |
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xxi | |
Introduction |
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xxiii | |
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Part I THE XAFS EXPERIMENT |
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3 | (28) |
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1.1 X-Ray Absorption Spectra |
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4 | (1) |
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1.1.1 X-Ray Absorption Spectroscopy |
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4 | (1) |
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5 | (1) |
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5 | (1) |
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1.1.4 X-Ray Absorption Near-Edge Structure |
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5 | (1) |
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1.1.5 Extended X-Ray Absorption Fine Structure |
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5 | (1) |
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1.2 Basics of EXAFS Theory |
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5 | (10) |
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1.2.1 Fermi's Golden Rule |
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5 | (1) |
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1.2.2 EXAFS Is Due to Interference of an Electron with Itself |
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6 | (2) |
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1.2.3 Relationship of k to Photon Energy |
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8 | (1) |
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1.2.4 EXAFS and Structure |
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8 | (1) |
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1.2.5 Scattering Probability |
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8 | (1) |
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9 | (1) |
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1.2.7 Multiple Scattering |
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10 | (1) |
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10 | (1) |
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11 | (1) |
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1.2.10 Incomplete Overlap |
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12 | (1) |
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12 | (1) |
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1.2.12 EXAFS Is an Average |
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13 | (2) |
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15 | (1) |
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15 | (3) |
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15 | (1) |
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16 | (1) |
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16 | (1) |
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16 | (1) |
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16 | (1) |
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17 | (1) |
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17 | (1) |
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18 | (5) |
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1.4.1 From Raw Data to X(k) |
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18 | (2) |
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20 | (3) |
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1.5 XAFS Is Not a Black Box |
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23 | (1) |
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1.6 Overview of Approaches to XAFS Analysis |
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24 | (7) |
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24 | (1) |
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1.6.2 Linear Combination Analysis |
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25 | (1) |
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1.6.3 Principal Component Analysis |
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25 | (2) |
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1.6.4 Curve Fitting to a Theoretical Standard |
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27 | (2) |
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29 | (2) |
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2 Planning the Experiment |
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31 | (16) |
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2.1 Identifying Your Questions |
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32 | (1) |
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2.2 Synchrotron Light Sources |
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32 | (3) |
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2.3 Bending Magnets and Insertion Devices |
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35 | (3) |
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35 | (1) |
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36 | (1) |
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37 | (1) |
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2.4 Monochromators (and Polychromators) |
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38 | (1) |
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2.5 Measurement Modes and Detectors |
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39 | (3) |
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39 | (1) |
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2.5.2 Ex Situ, In Situ, and Operando |
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40 | (1) |
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40 | (1) |
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2.5.4 Energy-Discriminating Fluorescence Detectors |
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41 | (1) |
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2.5.5 Current-Mode Semiconductor Detectors |
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41 | (1) |
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41 | (1) |
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41 | (1) |
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42 | (1) |
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2.5.9 Simultaneous Probes |
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42 | (1) |
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42 | (1) |
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42 | (1) |
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43 | (4) |
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45 | (2) |
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47 | (38) |
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48 | (1) |
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48 | (3) |
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3.2.1 Undesirable Photons |
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48 | (1) |
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3.2.2 The Absorption Coefficient |
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49 | (2) |
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3.3 Sample Characteristics for Transmission |
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51 | (10) |
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3.3.1 Thickness, Mass, and Absorption Lengths |
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51 | (1) |
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52 | (2) |
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3.3.3 A Short Digression on Noise |
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54 | (1) |
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3.3.4 Optimum Thickness for Transmission |
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55 | (2) |
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57 | (4) |
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3.4 Sample Characteristics for Fluorescence |
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61 | (10) |
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3.4.1 From Incidence to Detection |
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61 | (2) |
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3.4.1.1 Limiting Case: Thin and Concentrated |
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63 | (1) |
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3.4.1.2 Limiting Case: Thin and Dilute |
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63 | (1) |
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3.4.1.3 Limiting Case: Thick and Concentrated |
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64 | (1) |
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3.4.1.4 Limiting Case: Thick and Dilute |
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64 | (1) |
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3.4.2 Understanding Your Sample |
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65 | (1) |
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3.4.2.1 A Thin Film on a Thick Substrate, Such as Some Common Solar Cell Designs |
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66 | (1) |
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3.4.2.2 A Heterogenous Soil Sample with the Element of Interest Concentrated in Grains Sparsely Scattered through the Material |
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66 | (1) |
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3.4.2.3 A Material in Solution |
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66 | (1) |
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66 | (1) |
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3.4.3 The Mathematics of Self-Absorption |
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67 | (1) |
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3.4.4 Geometrical Factors |
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68 | (2) |
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3.4.5 How Thick Is "Thick"? |
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70 | (1) |
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3.4.6 How Concentrated Is "Concentrated"? |
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71 | (1) |
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3.5 Sample Considerations for Electron Yield Experiments |
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71 | (1) |
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3.6 Which Technique Should You Choose? |
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72 | (1) |
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72 | (13) |
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73 | (1) |
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73 | (1) |
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3.7.1.2 Procedure for Sedimentation |
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74 | (1) |
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3.7.1.3 Procedure for Spreading on Tape |
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75 | (2) |
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3.7.1.4 Powders without All That Tape: Pressing into a Pellet |
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77 | (1) |
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3.7.1.5 Air-Sensitive Powders |
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77 | (2) |
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79 | (1) |
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79 | (1) |
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3.7.4 Solutions and Liquids |
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80 | (1) |
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80 | (1) |
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81 | (1) |
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3.7.7 In Situ and Operando |
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81 | (2) |
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83 | (2) |
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85 | (40) |
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86 | (1) |
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86 | (1) |
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4.1.2 Selecting Channels and Scans |
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86 | (1) |
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4.1.3 Calculating Unnormalized Absorption |
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87 | (1) |
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87 | (1) |
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4.2 Calibration and Alignment |
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87 | (4) |
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4.2.1 Aligning Reference Scans |
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87 | (1) |
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88 | (2) |
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90 | (1) |
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4.3 Finding Normalized Absorption |
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91 | (8) |
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4.3.1 Deadtime Correction |
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91 | (1) |
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91 | (1) |
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91 | (1) |
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92 | (7) |
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4.3.5 Self-Absorption Correction |
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99 | (1) |
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99 | (5) |
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4.4.1 Background Subtraction |
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99 | (4) |
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103 | (1) |
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4.4.3 Converting from E to k |
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104 | (1) |
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4.4.4 A Second Chance at Self-Absorption Correction |
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104 | (1) |
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104 | (1) |
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4.5 Finding the Fourier Transform |
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104 | (21) |
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4.5.1 About Fourier Transforms |
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104 | (1) |
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4.5.2 Data Ranges Are Finite |
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105 | (6) |
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111 | (1) |
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112 | (1) |
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113 | (2) |
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4.5.6 Fourier Transforms Are Complex |
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115 | (4) |
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4.5.7 "Corrected" Fourier Transforms |
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119 | (1) |
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120 | (3) |
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123 | (2) |
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125 | (56) |
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5.1 Noise, Distortion, and Time |
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126 | (1) |
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127 | (7) |
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5.2.1 Predicting Signal-to-Noise Ratio in Transmission |
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127 | (4) |
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5.2.2 Signal-to-Noise Ratio in Fluorescence |
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131 | (1) |
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5.2.2.1 Very Thin Samples |
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131 | (1) |
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5.2.2.2 Very Thick Samples |
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132 | (1) |
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132 | (1) |
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5.2.3 Energy-Discriminating Fluorescence Detectors |
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133 | (1) |
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134 | (2) |
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134 | (1) |
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5.3.2 Get to Know Your Beamline |
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135 | (1) |
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136 | (9) |
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136 | (1) |
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5.4.2 Choosing Pre-Io Vertical Slit Width |
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136 | (4) |
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140 | (1) |
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5.4.3.1 Harmonic Rejection Mirror |
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140 | (1) |
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141 | (3) |
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5.4.3.3 Testing for Harmonics |
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144 | (1) |
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145 | (4) |
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5.5.1 Physics of Ion Chambers |
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145 | (1) |
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146 | (1) |
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5.5.3 Choosing Fill Gasses |
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146 | (2) |
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148 | (1) |
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5.6 Suppressing Fluorescent Background |
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149 | (7) |
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5.6.1 Suppressing Scatter Peaks |
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150 | (4) |
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5.6.2 Suppressing Low-Energy Peaks |
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154 | (1) |
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155 | (1) |
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156 | (3) |
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159 | (5) |
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160 | (2) |
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162 | (1) |
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5.8.3 Time-Resolved Studies |
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163 | (1) |
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5.8.4 Making the Most of Your Beamtime |
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164 | (1) |
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164 | (17) |
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164 | (1) |
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164 | (1) |
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164 | (1) |
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5.9.1.3 Effect on Analysis |
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164 | (1) |
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165 | (1) |
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165 | (1) |
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165 | (1) |
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5.9.2 Monochromator Glitches |
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165 | (1) |
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165 | (1) |
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165 | (1) |
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5.9.2.3 Effect on Analysis |
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166 | (1) |
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166 | (1) |
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166 | (1) |
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166 | (1) |
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166 | (1) |
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166 | (1) |
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166 | (1) |
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5.9.3.3 Effect on Analysis |
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167 | (1) |
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167 | (1) |
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167 | (1) |
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167 | (1) |
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167 | (1) |
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167 | (1) |
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167 | (1) |
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5.9.4.3 Effect on Analysis |
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168 | (1) |
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168 | (1) |
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168 | (1) |
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169 | (1) |
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5.9.5 Multielectron Excitations |
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169 | (1) |
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169 | (1) |
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169 | (1) |
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5.9.5.3 Effect on Analysis |
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170 | (1) |
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170 | (1) |
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170 | (1) |
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170 | (1) |
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170 | (1) |
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170 | (1) |
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5.9.6.3 Effect on Analysis |
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171 | (1) |
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171 | (1) |
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171 | (1) |
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5.9.7 Monotonic Time-Dependent Effects |
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171 | (1) |
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171 | (1) |
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171 | (1) |
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5.9.7.3 Effect on Analysis |
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172 | (1) |
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172 | (1) |
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172 | (1) |
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172 | (1) |
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5.9.8 Oscillatory Time-Dependent Effects |
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172 | (1) |
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172 | (1) |
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172 | (1) |
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5.9.8.3 Effect on Analysis |
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172 | (1) |
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173 | (1) |
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173 | (1) |
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5.9.9 Electronics Out of Range |
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173 | (1) |
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173 | (1) |
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173 | (1) |
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5.9.9.3 Effect on Analysis |
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174 | (1) |
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174 | (1) |
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174 | (1) |
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174 | (1) |
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174 | (1) |
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174 | (1) |
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5.9.10.3 Effect on Analysis |
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175 | (1) |
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175 | (1) |
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175 | (1) |
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175 | (1) |
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175 | (1) |
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175 | (1) |
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5.9.11.3 Effect on Analysis |
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175 | (1) |
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176 | (5) |
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181 | (14) |
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6.1 Matching Empirical Standards |
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182 | (1) |
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6.2 Fingerprinting Spectral Features |
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183 | (3) |
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6.3 Semiquantitative Fingerprinting |
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186 | (5) |
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6.3.1 Example: Vanadium XANES |
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187 | (1) |
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188 | (3) |
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6.4 Theoretical XANES Standards |
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191 | (4) |
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194 | (1) |
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7 Linear Combination Analysis |
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195 | (28) |
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196 | (1) |
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196 | (1) |
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7.1.2 Intimate Mixtures in Transmission |
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197 | (1) |
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7.1.3 Intimate Mixtures in Fluorescence |
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197 | (1) |
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7.2 When LCA Doesn't Work |
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197 | (2) |
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7.2.1 Nonuniform Samples in Transmission |
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198 | (1) |
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7.2.2 Surface Gradients in Thick Fluorescence Samples |
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199 | (1) |
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7.2.3 Surface Gradients in Electron Yield Experiments |
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199 | (1) |
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199 | (3) |
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7.4 Statistics of Linear Combination Fitting |
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202 | (8) |
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7.4.1 Normalization: A Source of Systematic Error |
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202 | (2) |
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7.4.2 Degrees of Freedom and Statistically Distinguishable Fits |
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204 | (1) |
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7.4.3 Quantifying Fit Mismatch |
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205 | (1) |
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206 | (1) |
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207 | (1) |
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208 | (2) |
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210 | (1) |
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7.6 Sources of Systematic Error |
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211 | (3) |
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211 | (1) |
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212 | (1) |
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7.6.3 Attenuation: Self-Absorption, Inhomogeneous Transmission Samples, Harmonics, Dead Time, and So On |
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213 | (1) |
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213 | (1) |
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213 | (1) |
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213 | (1) |
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7.7 Choosing Data Range and Space for LCA |
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214 | (9) |
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7.7.1 XANES in Energy Space |
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215 | (1) |
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7.7.2 XANES in Derivative Space |
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215 | (1) |
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7.7.3 EXAFS in Energy Space |
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215 | (1) |
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216 | (5) |
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7.7.5 The Back-Transform of EXAFS |
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221 | (1) |
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222 | (1) |
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8 Principal Component Analysis |
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223 | (24) |
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224 | (1) |
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8.1.1 An Example from the Literature |
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224 | (1) |
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224 | (1) |
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225 | (4) |
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229 | (6) |
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8.3.1 Appearance of Components |
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229 | (1) |
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8.3.2 Fourier Transform of Components |
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230 | (1) |
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8.3.3 Compare to Measurement Error |
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231 | (1) |
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232 | (2) |
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234 | (1) |
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8.4 How Many Constituents? |
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235 | (3) |
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8.4.1 Relationship to Number of Components |
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235 | (1) |
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8.4.2 Energy Misalignment |
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236 | (2) |
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8.4.3 Other Structural Free Parameters |
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238 | (1) |
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8.4.4 Coupled Constituents |
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238 | (1) |
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238 | (2) |
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240 | (1) |
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241 | (3) |
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244 | (1) |
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244 | (1) |
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244 | (3) |
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245 | (2) |
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9 Curve Fitting to Theoretica Standards |
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247 | (18) |
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248 | (2) |
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9.2 Theoretical Standards |
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250 | (3) |
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9.2.1 Muffin-Tin Potentials |
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250 | (2) |
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252 | (1) |
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252 | (1) |
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253 | (4) |
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253 | (3) |
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9.3.2 Full Multiple Scattering |
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256 | (1) |
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257 | (8) |
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258 | (1) |
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259 | (1) |
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260 | (5) |
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10 A Dictionary of Parameters |
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265 | (32) |
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10.1 Common Fitting Parameters |
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266 | (16) |
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266 | (1) |
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266 | (1) |
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266 | (1) |
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10.1.1.3 Physical Interpretation |
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266 | (1) |
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267 | (1) |
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267 | (1) |
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10.1.1.6 Effect on Fourier Transform |
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268 | (1) |
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10.1.1.7 Common Constraints |
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268 | (1) |
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269 | (1) |
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269 | (1) |
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269 | (1) |
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269 | (1) |
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10.1.2.3 Physical Interpretation |
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269 | (1) |
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270 | (1) |
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270 | (1) |
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10.1.2.6 Effect on Fourier Transform |
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270 | (1) |
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10.1.2.7 Common Constraints |
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270 | (2) |
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272 | (1) |
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10.1.3 Mean Square Relative Displacement |
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273 | (1) |
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273 | (1) |
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273 | (1) |
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10.1.3.3 Physical Interpretation |
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273 | (1) |
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273 | (1) |
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273 | (1) |
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10.1.3.6 Effect on Fourier Transform |
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274 | (1) |
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10.1.3.7 Common Constraints |
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274 | (1) |
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275 | (1) |
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10.1.4 Amplitude Reduction Factor |
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275 | (1) |
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275 | (1) |
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275 | (1) |
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10.1.4.3 Physical Interpretation |
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275 | (2) |
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277 | (1) |
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277 | (1) |
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10.1.4.6 Effect on Fourier Transform |
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277 | (1) |
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10.1.4.7 Common Constraints |
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277 | (2) |
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279 | (1) |
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279 | (1) |
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279 | (1) |
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279 | (1) |
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10.1.5.3 Physical Interpretation |
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279 | (1) |
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279 | (1) |
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280 | (1) |
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10.1.5.6 Effect on Fourier Transform |
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280 | (1) |
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10.1.5.7 Common Constraints |
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280 | (2) |
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282 | (1) |
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10.2 Less Common Fitting Parameters |
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282 | (8) |
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282 | (1) |
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283 | (1) |
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283 | (1) |
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10.2.2.2 Physical Interpretation |
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283 | (1) |
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283 | (1) |
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283 | (1) |
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10.2.2.5 Effect on Fourier Transform |
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283 | (1) |
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10.2.2.6 Common Constraints |
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284 | (1) |
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285 | (1) |
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285 | (1) |
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285 | (1) |
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10.2.3.2 Physical Interpretation |
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285 | (1) |
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285 | (1) |
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285 | (1) |
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10.2.3.5 Effect on Fourier Transform |
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286 | (1) |
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10.2.3.6 Common Constraints |
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286 | (1) |
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286 | (1) |
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10.2.4 Fifth and Higher Cumulants |
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287 | (1) |
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287 | (1) |
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287 | (1) |
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10.2.5.2 Physical Interpretation |
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287 | (1) |
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287 | (1) |
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288 | (1) |
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10.2.5.5 Effect on Fourier Transform |
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288 | (1) |
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10.2.5.6 Common Constraints |
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289 | (1) |
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289 | (1) |
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10.3 Scattering Parameters |
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290 | (7) |
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296 | (1) |
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11 Identifying a Good Fit |
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297 | (22) |
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11.1 Criterion 1: Statistical Quality |
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298 | (7) |
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11.1.1 Number of Independent Points in EXAFS |
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298 | (3) |
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11.1.2 Measurement Uncertainty |
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301 | (2) |
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303 | (2) |
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11.2 Criterion 2: Closeness of Fit |
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305 | (3) |
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305 | (1) |
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306 | (2) |
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11.3 Criterion 3: Precision |
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308 | (2) |
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11.3.1 Finding Uncertainties in Fitted Parameters |
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308 | (1) |
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11.3.2 Calculations of Uncertainties by Analysis Software |
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309 | (1) |
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309 | (1) |
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310 | (1) |
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11.4 Criterion 4: Size of Data Ranges |
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310 | (1) |
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11.5 Criterion 5: Agreement Outside the Fitted Range |
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311 | (2) |
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11.6 Criterion 6: Stability |
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313 | (1) |
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11.7 Criterion 7: Are the Results Physically Possible? |
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314 | (1) |
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11.8 Criterion 8: How Defensible Is the Model? |
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315 | (1) |
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316 | (3) |
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318 | (1) |
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12 The Process of Fitting |
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319 | (18) |
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12.1 Identify Your Questions |
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320 | (1) |
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12.1.1 Example: Which Ligand? |
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320 | (1) |
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12.1.2 Example: Where's the Dopant? |
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321 | (1) |
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321 | (4) |
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321 | (1) |
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12.2.2 Choose k-Weighting |
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321 | (1) |
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322 | (3) |
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325 | (1) |
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325 | (2) |
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12.3.1 Example: Which Ligand? |
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325 | (1) |
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12.3.2 Example: Where's the Dopant? |
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325 | (2) |
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327 | (10) |
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327 | (1) |
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12.4.1.1 Example: Which Ligand? |
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328 | (2) |
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12.4.1.2 Example: Where's the Dopant? |
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330 | (1) |
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330 | (3) |
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12.4.3 Perfecting Your Fit |
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333 | (1) |
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12.4.4 Stressing Your Fit |
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334 | (1) |
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335 | (2) |
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337 | (12) |
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338 | (3) |
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13.1.1 Cluster Size and EXAFS |
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338 | (2) |
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13.1.2 Cluster Size and XANES |
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340 | (1) |
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13.1.3 Sources for Crystal Structures |
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341 | (1) |
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13.2 Calculated Structures |
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341 | (1) |
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342 | (2) |
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13.4 Inequivalent Absorbing Sites |
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344 | (1) |
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344 | (1) |
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344 | (2) |
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346 | (3) |
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346 | (1) |
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13.7.2 Treating as a Mixture |
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347 | (1) |
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13.7.4 Creating a Mixed Model |
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347 | (1) |
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13.7.4 Creating Multiple Mixed Models |
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347 | (1) |
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348 | (1) |
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349 | (26) |
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14.1 Rigorous Constraints |
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350 | (1) |
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14.2 Constraints Based on a Priori Knowledge |
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350 | (1) |
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14.3 Constraints for Simplification |
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351 | (5) |
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14.3.1 Constraints Based on Grouping |
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351 | (2) |
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14.3.2 Constraints Based on Estimates |
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353 | (1) |
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14.3.3 Constraints Based on Standards |
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354 | (2) |
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356 | (3) |
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356 | (1) |
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14.4.2 Correlated Debye Model |
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357 | (2) |
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14.5 Multiple-Scattering Paths |
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359 | (10) |
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359 | (2) |
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361 | (1) |
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362 | (1) |
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14.5.4 Triangles, Quadrilaterals, and Other Minor Multiple-Scattering Paths |
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362 | (7) |
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14.6 Alternatives for Incorporating a Priori Knowledge |
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369 | (6) |
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369 | (1) |
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14.6.2 Bayes-Turchin Analysis |
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|
370 | (1) |
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371 | (4) |
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Part IV XAFS IN THE LITERATURE |
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375 | (8) |
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376 | (1) |
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15.2 Experimental Details |
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|
376 | (1) |
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377 | (1) |
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377 | (1) |
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377 | (1) |
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378 | (1) |
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378 | (1) |
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15.5 Models and Standards |
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|
378 | (1) |
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15.5.1 Curve Fitting to Theoretical Standards |
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|
378 | (1) |
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15.5.2 Linear Combination Analysis and Principal Component Analysis |
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379 | (1) |
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379 | (2) |
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379 | (1) |
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379 | (1) |
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380 | (1) |
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381 | (2) |
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381 | (2) |
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383 | (33) |
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16.2 Introduction to the Case Studies |
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|
384 | (1) |
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16.2 Lead Titanate, a Ferroelectric |
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|
384 | (9) |
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|
384 | (1) |
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16.2.2 The Scientific Question |
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|
384 | (1) |
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385 | (1) |
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386 | (1) |
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16.2.5 Experimental Considerations |
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|
387 | (2) |
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389 | (1) |
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389 | (1) |
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|
390 | (1) |
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|
390 | (1) |
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16.2.6.4 Degrees of Freedom |
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|
391 | (1) |
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16.2.7 Drawing Conclusions |
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|
391 | (1) |
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|
392 | (1) |
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16.3 An Iron-Molybdenum Cofactor Precursor |
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|
393 | (8) |
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|
393 | (1) |
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16.3.2 The Scientific Question |
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393 | (1) |
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|
394 | (1) |
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16.3.4 A Challenge and a Solution |
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|
394 | (1) |
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16.3.5 Possible Structures |
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|
394 | (1) |
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16.3.6 Experimental Considerations |
|
|
395 | (1) |
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|
396 | (1) |
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16.3.8 The Models for EXAFS |
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|
396 | (1) |
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397 | (1) |
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|
397 | (1) |
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|
398 | (1) |
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16.3.8.4 Degrees of Freedom |
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|
399 | (1) |
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16.3.9 Drawing Conclusions |
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|
399 | (1) |
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|
400 | (1) |
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16.4 Manganese Zinc Ferrite, an Example of Fitting Site Occupancy |
|
|
401 | (6) |
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|
401 | (1) |
|
16.4.2 The Scientific Question |
|
|
401 | (1) |
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|
402 | (1) |
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|
402 | (1) |
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16.4.5 Experimental Considerations |
|
|
402 | (1) |
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|
402 | (1) |
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|
403 | (1) |
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|
404 | (1) |
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|
404 | (2) |
|
16.4.6.4 Degrees of Freedom |
|
|
406 | (1) |
|
16.4.7 Drawing Conclusions |
|
|
406 | (1) |
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|
406 | (1) |
|
16.5 Sulfur XANES from the Wreck of the Mary Rose |
|
|
407 | (4) |
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|
407 | (1) |
|
16.5.2 The Scientific Question |
|
|
408 | (1) |
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|
408 | (1) |
|
16.5.4 Experimental Considerations |
|
|
408 | (1) |
|
16.5.5 Principal Component Analysis |
|
|
409 | (1) |
|
16.5.6 Linear Combination Analysis |
|
|
409 | (1) |
|
16.5.7 Drawing Conclusions |
|
|
410 | (1) |
|
|
410 | (1) |
|
16.6 Identification of Manganese-Based Particulates in Automobile Exhaust |
|
|
411 | (4) |
|
|
411 | (1) |
|
16.6.2 The Scientific Question |
|
|
411 | (1) |
|
|
412 | (1) |
|
16.6.4 Experimental Considerations |
|
|
412 | (1) |
|
16.6.5 Principal Component Analysis and Target Transforms |
|
|
413 | (1) |
|
16.6.6 Linear Combination Analysis |
|
|
413 | (1) |
|
|
413 | (1) |
|
16.6.8 Drawing Conclusions |
|
|
414 | (1) |
|
|
414 | (1) |
|
16.7 The Next Case Study: Yours |
|
|
415 | (1) |
References |
|
416 | (1) |
Appendix |
|
417 | (2) |
Index |
|
419 | |