I did specify the units when I set the wavelengths - I set it to nanometers.
Below is the header file in its entirety:
----------------------------------------------
ENVI
description = {
Create Layer File Result [Wed Apr 09 23:33:27 2014]}
samples = 7671
lines = 7841
bands = 11
header offset = 0
file type = ENVI Standard
data type = 12
interleave = bsq
sensor type = Unknown
byte order = 0
map info = {UTM, 1.000, 1.000, 141285.000, 2196015.000, 3.0000000000e+001, 3.0000000000e+001, 19, North, WGS-84, units=Meters}
coordinate system string = {PROJCS["UTM_Zone_19N",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",-69.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]]}
wavelength units = Nanometers
band names = {
Layer (Band 1:LC80080472014049LGN00_B1.TIF),
Layer (Band 1:LC80080472014049LGN00_B2.TIF),
Layer (Band 1:LC80080472014049LGN00_B3.TIF),
Layer (Band 1:LC80080472014049LGN00_B4.TIF),
Layer (Band 1:LC80080472014049LGN00_B5.TIF),
Layer (Band 1:LC80080472014049LGN00_B6.TIF),
Layer (Band 1:LC80080472014049LGN00_B7.TIF),
Layer (Band 1:LC80080472014049LGN00_B8.TIF),
Layer (Band 1:LC80080472014049LGN00_B9.TIF),
Layer (Band 1:LC80080472014049LGN00_B10.TIF),
Layer (Band 1:LC80080472014049LGN00_B11.TIF)}
wavelength = {
440.000000, 480.000000, 560.000000, 655.000000, 865.000000,
1610.000000, 2200.000000, 590.000000, 1370.000000, 10895.000000,
12005.000000}
----------------------------------------------------
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