Name
Title | ||
|---|---|---|
Regolith-geology mapping with support vector machine: A case study over weathered Ni-bearing peridotites, New Caledonia. |
Abstract | ||
|---|---|---|
•An automatic recognition algorithm developed for regolith-geology mapping.•Water vapor correction adjusted to weathered peridotite mineral composition.•Mineral spectral feature extracted for iron oxide and serpentine abundance mapping.•Support vector machine classifier gives accurate regolith-geology recognition. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.jag.2017.05.012 | International Journal of Applied Earth Observation and Geoinformation |
Keywords | Field | DocType |
Hyperspectral,Spectroscopy,Recognition,Classification,Support vector machine,Mineralogy,Geology,Iron oxide,Serpentine,Mapping | Vegetation,Mineralogy,Regolith,Remote sensing,Support vector machine,Image processing,Hyperspectral imaging,Feature extraction,Mineral resource classification,Geology,Laterite | Journal |
Volume | ISSN | Citations |
64 | 0303-2434 | 3 |
PageRank | References | Authors |
0.43 | 6 | 13 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Florian de Boissieu | 1 | 3 | 0.43 |
| Brice Sevin | 2 | 3 | 0.43 |
| t j cudahy | 3 | 24 | 4.12 |
| Morgan Mangeas | 4 | 3 | 0.77 |
| Stephane Chevrel | 5 | 10 | 2.91 |
| Cindy Ong | 6 | 31 | 6.49 |
| Andrew Rodger | 7 | 7 | 10.50 |
| Pierre Maurizot | 8 | 3 | 0.43 |
| Carsten Laukamp | 9 | 3 | 1.11 |
| Ian C. Lau | 10 | 3 | 0.43 |
| Touraïvane | 11 | 3 | 0.43 |
| Dominique Cluzel | 12 | 3 | 0.43 |
| Marc Despinoy | 13 | 3 | 0.77 |