README USGS Spectral Library Version 7 - for zip files

Citation for the data in this zip file:

Kokaly, R.F., Clark, R.N., Swayze, G.A., Livo, K.E., Hoefen, T.M., Pearson, N.C., Wise, R.A., Benzel, W.M., Lowers, H.A., Driscoll, R.L., Klein, A.J., 2017, USGS Spectral Library Version 7: U.S. Geological Survey Data Series 1035, 61 p., https://doi.org/10.3133/ds1035.

Zip File Contents

This zip file contains a subset of spectra from the library. For additional information about the library and for additional spectra, access the online spectral library website https://speclab.cr.usgs.gov/spectral-lib.html or download the full set of library spectra (available in SPECPR and ASCII files) from the USGS ScienceBase website https://dx.doi.org/10.5066/F7RR1WDJ.

This zip file includes:

ASCII Data

Three separate ASCII files (with .txt extension) for the spectral data, wavelengths, and bandpass. Each file has one column of data in scientific notation format, with a number of rows equal to the number of channels in the spectrometer. In the ASCII files, deleted channels (also known as deleted points or bad bands) are indicated by a value of -1.23e34. A string of characters near the end of the file name indicates the type of spectrometer used to measure the spectrum:

Character
string
Spectrometer
Wavelength range
(microns)
Number
of channels
ASDFR
Analytical Spectral Devices (ASD) standard resolution
Full Range(FR), FieldPro, FieldSpec3 (FS3) models
0.35 to 2.5
2,151
ASDHR
ASD high-resolution FS3 (Hi-Res)
0.35 - 2.5
2,151
ASDNR
ASD high-resolution next generation FS4 (Hi-Res NG)
0.35 - 2.5
2,151
AVIRIS
AVIRIS-Classic 1996
0.37 - 2.5
224
BECK
Beckman 5270
0.2 - 3
480
NIC4
Nicolet FTIR
1.1 - 216
4,595

The data may be a measured spectrum as noted above or a derived spectrum (convolved to a different spectrometer, imaging spectrometer, or multispectral sensor). The prefix at the beginning of the file name indicates the spectrometer characteristics (wavelength and bandpass) of the data:

File prefix
Sensor
Number
of channels
splib07a_
see previous table for source spectrometer
see previous table
for source spectrometer
s07_ASD_
Analytical Spectral Devices standard resolution
2,151
s07_AV##_
AVIRIS-Classic (where ## indicates the year)
for example, 96 for 1996, 01 for 2001
224
s07_HY07_
HyMap 2007
124
s07_HY14_
HyMap 2014
126
s07HYPRN_
Hyperion
242
s07CRSMg_
CRISM global mapping mode
72
s07CRSMj_
CRISM target mode
joined visible and infrared sensors
489
s07_M3t_
Moon Mineralogy Mapper target mode
256
s07_VIMS_
Cassini VIMS
352
s07ASTER_
ASTER visible to SWIR bands
9
s07LSAT8_
Landat 8 Operational Land Imager (OLI)
7
s07SNTL2_
Sentinel-2 Multispectral Instrument (MSI)
13
s07_WV3_
WorldView3 visible to SWIR bands
16
splib07b_
oversampled spectrum from source spectrometer
see Kokaly et al. (2017)

Example filenames:

HTML Metadata

One HTML-formatted text file (with .html extension) containing the metadata, which may include description of the sample, field site, measurement setup, spectral purity rating, warnings about impurities, and other supporting information about the character and composition of material or area that was measured. The metadata should be reviewed before using any spectrum.

GIF Plot

A GIF image of the plot of the spectrum as a function of wavelength in microns, showing the full range of wavelengths with valid data (not including deleted channels). The file name indicate the spectral characteristics of the data and the source spectrometer, as described for the ASCII data. Additional GIF images may be included for measured spectra (from the splib07a data collection), showing all data within specific wavelength ranges:

Plot range
Spectral region
Wavelength range (microns)
1
UV to visible
0.2 to 1.0
2
Visible to SWIR
0.2 to 2.5
3
NIR to MIR
1.5 to 5.5
4
SWIR to MIR
2.5 to 25
5
SWIR to FIR
plotted versus wavenumber 4,000 to 50 cm-1
which spans 2.5 to 200 microns

For additional information: https://speclab.cr.usgs.gov/spectral-lib.html

Release notes for USGS Spectral Library Version 7

The version 7 library includes almost all spectra from the previous splib06a version along with more than 1,000 new measurements. Spectra of grain size series of minerals have been added in addition to spectra of minerals bearing rare earth elements (REE) and Lanthanide series compounds. Spectra of vermiculite insulation from the four main historical sources (Louisa, Virginia; Enoree, South Carolina; Libby, Montana; and Palabora, South Africa) were added. Also added is a new collection of powdered paint pigments spanning the range of classical artisanal colors. Compared to the previous version, this release adds field spectra of mixed vegetation plots in the saltmarshes of Louisiana. Leaf level and plant level spectra of single species from the Louisiana saltmarsh and California chaparral have been added. Spectra of oil emulsions, residues and oil-contaminated marsh plants from the Deepwater Horizon oil spill are included. The spectra of biochemical constituents of plants have been added to a new chapter along with spectra of more than 200 other organic compounds.

Itemized release notes for the USGS Spectral Library Version 7, including changes made for spectra and samples that were in the the previous release (splib06a):

I. Before using a spectrum, read its metadata description. The contents of some sample descriptions have been been changed to include new information about samples or to correct errors in previous releases.

II. Values of -1.23e+34 in data records indicate a deleted channel, also known as a bad band.

III. Spectrometer codes have been updated in this release of the spectral library, version 7, compared to the previous releases (splib06a and earlier).
New spectrometer codes:
BECK = Beckman spectrophotometer (0.2 to 3.0 microns), replaces old code W1R1B
NIC4 = Nicolet FTIR spectrometer (data ranges from 1.2 to 200 microns with 4 inverse-cm resolution), replaces old codes W2R4N, W5R4N, and W9R4N
ASDFR = ASD Full Range standard resolution spectrometer (0.35 to 2.5 microns), replaces old code W1R1F
ASDHR = ASD FS3 High Resolution spectrometer (0.35 to 2.5 microns), a new spectrometer code
ASDNG = ASD FS4 Next Generation high resolution spectrometer (0.35 to 2.5 microns), a new spectrometer code
AVIRIS = AVIRIS imaging spectrometer (0.35 to 2.5 microns), replaces old code W1R1A

IV. The correction for the Spectralon(TM) white reference plate has been updated in splib07a, improving the conversion to absolute reflectance for ASD spectra in the wavelength region from 0.350 to 0.613 microns.

V. Spectral purity codes have been updated in this release of the spectral library, version 7, compared to the previous releases (splib06a and earlier). If you intend to use a spectrum for a particular purpose, check the spectral purity code and read the metadata description to be sure it is appropriate for your needs.

VI. Nicolet spectra were converted to a single 4595 channel wavelength set, compared to the two wavelength records used in splib06a for Nicolet spectra (of 3325 and 4208 channels).

VII. Spectra removed from library version 7:

1. Beckman spectrum removed because of wavelength shifts:
i. Carnallite HS430.3B W1R1Ba AREF
ii. Chlorite HS179.3B W1R1Bb AREF
iii. Chromite HS281.3B W1R1Bb AREF
iv. Chrysocolla HS297.3B W1R1Bb AREF
v. Heulandite NMNH84534 W1R1Bb AREF
vi. Natrolite+Zeolite HS168.3B W1R1Bb AREF

2. Beckman spectra removed because of poor signal-to-noise ratio:
i. Dry_Long_Grass AV87-2 brown W1R1Ba AREF
ii. Fir_Tree IH91-2 W1R1Ba AREF

3. Removed because the sample has too many contaminants to be representative of a single mineral or simple mixture (spectra measured on all spectrometers were removed):
i. Holmquistite HS291
ii. Mizzonite HS350
iii. Mizzonite HS351
iv. Nickeline HS264
v. Orthoclase HS13.3B
vi. Riebeckite HS326
vii. Rutile HS137
viii. Sillimanite HS186

VIII. Spectra with data values that were edited:

1. Beckman spectra that were edited to set deleted channel values due to anomalies and in areas of strong features that showed wavelength shift compared to other measurements of the same sample:
i. Anthophyllite HS286.3B = channels 1.365 - 1.433 microns
ii. Illite GDS4 = channels 1.3635-1.4335 microns
iii. Lepidolite HS167.3B = channels 1.3635 - 1.4335 microns
iv. Microcline HS103.3B = channels 2.0 - 3.1 microns
v. Montmorillonite STx-1 = channels 2.05 - 3.1 microns
vi. Muscovite HS146.3B = channels 1.3935 - 1.4385 microns and at 0.4091 microns
vii. Stilbite HS482.3B = channels 0.7 - 1.5 microns
viii. Vermiculite WS681 = channels 1.3 - 1.5 microns
ix. Chabazite+Thom+Wair HS193.3B = channels 0.8590-1.5985 microns

2. Nicolet spectra that were edited to set deleted channel values in areas at the end of the measured wavelength coverage:
i. Almandine WS479 = channels > 180.0 microns
ii. Alunite GDS82 Na82 = channels < 1.6 microns
iii. Copiapite GDS21 = channels < 1.41 microns
iv. Diaspore HS416.3B = channels < 1.58 microns
v. Ilmenite HS231.3B = channels < 2.4 microns
vi. Jadeite HS343.3B = channels < 1.8 microns
vii. Magnetite HS78.3B = channels > 132.0 microns
viii. Microcline HS107.3B = channels > 132.0 microns
ix. Microcline HS108.3B = channels > 132.0 microns
x. Microcline HS82.3B = channels > 172.8 microns
xi. Muscovite HS146.3B = channels > 168.0 microns
xii. Muscovite HS24.3B = channels > 168.0 microns
xiii. Olivine GDS70.a = channels < 1.356 and > 140.0 microns
xiv. Olivine GDS70.b = channels > 148.0 microns
xv. Olivine GDS70.c = channels > 148.0 microns
xvi. Olivine GDS70.d = channels > 148.0 microns
xvii. Olivine GDS70.e = channels > 148.0 microns
xviii. Olivine HS285.4B = channels < 1.356 and > 24.92 microns
xix. Olivine KI3054 = channels > 148.0 microns
xx. Olivine KI3188 = channels > 148.0 microns
xxi. Olivine KI3189 = channels > 148.0 microns
xxii. Olivine KI3377 = channels > 148.0 microns
xxiii. Olivine KI4143 = channels < 2.079 and > 148.0 microns
xxiv. Orthoclase NMNH142137 = channels < 1.97 microns
xxv. Pigeonite HS199.3B = channels < 1.9 microns
xxvi. Polyhalite NMNH92669-4 = channels < 1.7 microns
xxvii. Pyrite GDS483.c = channels > 148.0 microns
xxviii. Pyrophyllite PYS1A = channels > 186.0 microns
xxix. Rhodonite NMNHC6148 = channels > 186.0 microns
xxx. Sanidine GDS19 = channels < 2.1 microns
xxxi. Sanidine NMNH103200 = channels < 2.1 microns
xxxii. Sauconite GDS135 = channels < 1.7 microns
xxxiii. Sodium Bicarbonate GDS55 = channels > 24.92 microns
xxxiv. Spessartine HS112.3B = channels < 1.7 microns
xxxv. Spessartine NMNH14143 = channels > 186.0 microns
xxxvi. Spessartine WS481 = channels < 2.1 microns
xxxvii. Stilbite HS482.3B = channels > 186.0 microns
xxxviii. Sulfur GDS94 = channels < 2.1 microns
xxxix. Syngenite GDS139 = channels < 1.59 microns
xl. Thenardite GDS146 = channels < 1.6 microns
xli. Tincalconite GDS142 = channels > 186.0 microns
xlii. Ulexite GDS138 = channels < 1.55 microns
xliii. Wollastonite HS348.3B = channels < 2.4 microns

3. ASD spectra that were edited to set deleted channel values in the wavelength region of the order sorting filter artifact (0.584 to 0.628 microns):
i. Arsenopyrite HS262 = .4B grain size fraction
ii. Axinite HS342 = .1B, and .2B grain size fractions
iii. Magnetite HS195 = .4B grain size fraction
iv. Stilbite HS482 Zeolite = .1B, .2B, .3B, and .4B grain size fractions
v. Thenardite HS450 = .4B grain size fraction
vi. Vesuvianite HS446 Idocras = .1B, .2B, .3B, and .4B grain size fractions
vii. Wollastonite HS348.4B = .4B grain size fraction

IX. Samples and spectra that were moved from chapter M (minerals) to chapter S (mixtures):

1. Clinozoisite HS299 = moved to ClinozoisiteEpidote HS299
2. Cordierite HS346 = moved to Cordierite-QtzMus HS346
3. Covellite HS477 = moved to Covellite-Pyrite HS477
4. Microcline HS107 = moved to Microcline+others HS107
5. Mordenite+Clinopt GDS 151 = moved to Mordenite+Clinopt. GDS151
6. Sanidine NMNH103200 = moved to Sanidine+albite NMNH103200

X. Samples with significant title changes:

1. Ammonio-Jarosite SCR-NHJ W1R1Ba AREF had incorrect sample identification number, now Ammonio-Jarosite SCF-NHJ BECKa AREF
2. Albite GDS30 had an incorrect sample identification number, now Albite NMNHC5390

XI. Mineral and mineral mixture samples with new ASD (hi-resNG) spectra:

1. Alunite HS295.3B
2. Alunite RES-9 Summitv (400C)
3. Antigorite NMNH96917.b 165um
4. Antigorite NMNH96917.a >250
5. Aragonite GDS1073
6. Calcite WS272
7. Chalcedony CU91-6A
8. Chrysotile HS323.1B
9. Clinochlore GDS158 Flagstaff
10. Dickite NMNH106242
11. Dolomite HS102.1B
13. Dolomite HS102.3B
13. Dolomite HS102.4B
14. Epidote GDS26.a 75-200um
15. Epidote GDS26.b <75um
16. Gypsum HS333.3B (Selenite)
17. Halloysite NMNH106237
18. Hectorite SHCa-1
19. Illite GDS4 (Marblehead)
20. Illite GDS4.2 (Marblehead)
21. Illite IMt-1.a
22. Illite IMt-1.b <2um
23. Jarosite GDS635 Na Cyprus
24. Jarosite GDS636 K Pena<325um
25. Jarosite GDS732 K 200CSyn6hr
26. Kaolinite CM9
27. Kaolinite KGa-1 (wxl)
28. Kaolinite KGa-2 (pxl)
29. Montmorillonite SAz-1
30. Montmorillonite SWy-1
31. Muscovite GDS113 Ruby
32. Muscovite GDS113a Ruby
33. Muscovite GDS116 Tanzania
34. Muscovite GDS116a Tanzania
35. Nontronite NG-1.a
36. Pyrophyllite PYS1A >250um
37. Pyrophyllite PYS1A <850um
38. Pyrophyllite PYS1A <5um
39. Siderite HS271.3B
40. Talc GDS23
41. Topaz HS184.1B
42. Topaz HS184.3B
43. Topaz HS184.4B
44. Alun.33+Kaol.33+Musc.33 AMX2
45. Alunite.5+MuscCU91-250A AMX4
46. Alunite0.5+Kaol_KGa-1 AMX3
47. Calc.25+Dolo.25+Ca-Mont AMX7
48. Calc.25+Dolo.25+Na-Mon AMX18
49. Calcite+.33Muscov AMX5 Ruby
50. Calcite.5+.Ca-Mont.5 AMX6
51. Calcite.5+.Na-Mont.5 AMX43
52. Calcite.5+Dolomite.5 AMX8
53. Calcite.33+Ca-Mont.67 AMX19
54. Calcite.33+Na-Mont.67 AMX44
55. Calcite.7+Kaolin-wxl.3 AMX9
56. Calcite.80+Mont_Swy-1 GDS212
57. Calcite.80wt+Kaol_CM9 GDS213
58. Chlorite+Muscovite CU93-65A
59. Dolomite.5+Ca-Mont.5 AMX10
60. Dolomite.5+Na-Mont.5 AMX21
61. Kaol+Muscov_intimate CU93-5C
62. Kaol.5+MuscCU91-250A AMX13
63. Kaol_Wxl+0.5Musc_Ruby AMX12
64. Kaolwxl.75+Alun_HS295 AMX14
65. Muscov+Jaros CU93-314 coatng
66. Muscovite CU91-250A med Al
67. Muscovite-medhi-Al CU91-252D
68. Pyrophyl.25+wxlKaol.75 AMX17
69. Pyrophyl.50+Ca-Mont.50 AMX16

XII. Mineral and mineral mixture samples with new ASD (standard resolution) spectra of grain size fractions:

1. Actinolite HS116
2. Actinolite HS22
3. Actinolite HS315
4. Albite HS66 Plagioclase
5. Albite HS143 Plagioclase
6. Albite HS324 Plagioclase
7. Allanite HS293
8. Almandine HS114
9. Alunite HS295
10. Andesine HS142
11. Andradite HS111
12. Anorthite HS349
13. Anthophyllite HS286
14. Arsenopyrite HS262
15. Axinite HS342
16. Beryl HS180
17. Bronzite HS9
18. Brookite HS443
19. Brucite HS247
20. Bytownite HS105
21. Carnallite HS430
22. Cassiterite HS279
23. Celestite HS251
24. Chalcopyrite HS431
25. Chlorite HS179
26. Chromite HS281
27. Chrysocolla HS297
28. Corundum HS283
29. Cummingtonite HS294
30. Cuprite HS127
31. Datolite HS442
32. Diaspore HS416
33. Diopside HS15
34. Diopside HS317
35. Gibbsite HS423
36. Glauconite HS313
37. Glaucophane HS426
38. Gypsum HS333
39. Halite HS433
40. Hedenbergite HS10
41. Hematite HS45
42. Hornblende HS16
43. Hornblende HS177
44. Ilmenite HS231
45. Jadeite HS343
46. Kieserite KIEDE1
47. Knebelite HS419
48. Labradorite HS17
49. Lazurite HS418
50. Lepidolite HS167
51. Magnetite HS195
52. Magnetite HS78
53. Malachite HS254
54. Microcline HS103 Feldspar
55. Microcline HS151 Feldspar
56. Monazite HS255
57. Monticellite HS339
58. Muscovite HS146
59. Natrolite HS169 Zeolite
60. Nepheline HS19
61. Nephrite HS296
62. Olivine HS285
63. Olivine HS420
64. Perthite HS415
65. Phlogopite HS23
66. Pigeonite HS199
67. Prehnite GDS613
68. Psilomelane HS139
69. Pyrite GDS483
70. Pyrolusite HS138
71. Pyroxene HS119
72. Pyrrhotite HS269
73. Quartz HS32
74. Rhodochrosite HS338
75. Richterite HS336 Amphibole
76. Serpentine HS318
77. Serpentine HS8
78. Siderite HS271
79. Smaragdite HS290 Amphibole
80. Sphalerite HS136
81. Spodumene HS210
82. Staurolite HS188
83. Stilbite HS482 Zeolite
84. Strontianite HS272
85. Talc HS21
86. Thenardite HS450
87. Topaz HS184
88. Tremolite HS18
89. Ulexite HS441
90. Uralite HS345
91. Vesuvianite HS446
92. Witherite HS273
93. Wollastonite HS348
94. Zoisite HS347
95. Clinozoisite-Epidote HS299
96. Cordierite-Quartz-Muscovite HS346
97. Covellite-Pyrite HS477
98. Magnesite+Hydromagnesite HS47
99. Natrolite+Zeolite HS168
100. Talc+Clinochlore HS327
101. Zincite+Franklinite HS147