Table 1 The cover types in the Lunar Crater Volcanic Field site
From: Classification of hyperspectral imagery with neural networks: comparison to conventional tools
Class | Cover type description | # tr |
|---|---|---|
A | Hematite-rich cinders | 72 |
B | Rhyolite of Big Sand Spring Valley | 22 |
C | Alluvium #1 | 50 |
D | Dry playa | 160 |
E | Wet playa #1 | 115 |
F | Young basalt | 21 |
G | Shingle Pass Tuff | 14 |
H | Alluvium #2 (with mixed scrub brush, rocks, and soil) | 50 |
I | Old basalt | 36 |
J | Dense scrub brush stands | 14 |
K | Basalt cobbles on playa | 37 |
L | Ejecta blankets #1 (mixed hematite-rich and unoxidized cinders) | 78 |
M | Alluvium #3 (iron rich) | 14 |
N | Dry wash #1 | 15 |
O | Dry wash #2 | 54 |
P | Dry wash #3 | 45 |
Q | Wet playa #2 | 15 |
R | Wet playa #3 | 14 |
S | Wet playa #4 | 15 |
T | Wet playa #5 | 18 |
U | Alluvium #4 (also iron rich) | 36 |
V | Wet playa #6 | 14 |
W | Ejecta blankets #2 (primarily unoxidized cinders with smaller percentage of hematite-rich cinders) | 33 |
Total number of training samples | 942 |