Accuracy in mineral identification: image spectral and spatial resolutions and mineral spectral properties
Problems related to airborne hyperspectral image data are reviewed and the requirements for data analysis applied to mineralogical (rocks and soils) interpretation are discussed. The variability of mineral spectral features, including absorption position, shape and depth is considered and interprete...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Istituto Nazionale di Geofisica e Vulcanologia (INGV)
2006-06-01
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| Series: | Annals of Geophysics |
| Subjects: | |
| Online Access: | http://www.annalsofgeophysics.eu/index.php/annals/article/view/3144 |
| _version_ | 1817999598362296320 |
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| author | L. Pompilio S. Meli I. Longhi M. Sgavetti |
| author_facet | L. Pompilio S. Meli I. Longhi M. Sgavetti |
| author_sort | L. Pompilio |
| collection | DOAJ |
| description | Problems related to airborne hyperspectral image data are reviewed and the requirements for data analysis applied to mineralogical (rocks and soils) interpretation are discussed. The variability of mineral spectral features, including absorption position, shape and depth is considered and interpreted as due to chemical composition, grain size effects and mineral association. It is also shown how this variability can be related to well defined geologic processes. The influence of sensor noise and diffuse atmospheric radiance in classification accuracy is also analyzed. |
| first_indexed | 2024-04-14T03:11:05Z |
| format | Article |
| id | doaj.art-0528a96bbccc46cb981802240c5c90b8 |
| institution | Directory Open Access Journal |
| issn | 1593-5213 2037-416X |
| language | English |
| last_indexed | 2024-04-14T03:11:05Z |
| publishDate | 2006-06-01 |
| publisher | Istituto Nazionale di Geofisica e Vulcanologia (INGV) |
| record_format | Article |
| series | Annals of Geophysics |
| spelling | doaj.art-0528a96bbccc46cb981802240c5c90b82022-12-22T02:15:36ZengIstituto Nazionale di Geofisica e Vulcanologia (INGV)Annals of Geophysics1593-52132037-416X2006-06-0149110.4401/ag-3144Accuracy in mineral identification: image spectral and spatial resolutions and mineral spectral propertiesL. PompilioS. MeliI. LonghiM. SgavettiProblems related to airborne hyperspectral image data are reviewed and the requirements for data analysis applied to mineralogical (rocks and soils) interpretation are discussed. The variability of mineral spectral features, including absorption position, shape and depth is considered and interpreted as due to chemical composition, grain size effects and mineral association. It is also shown how this variability can be related to well defined geologic processes. The influence of sensor noise and diffuse atmospheric radiance in classification accuracy is also analyzed.http://www.annalsofgeophysics.eu/index.php/annals/article/view/3144reflectance spectroscopyVIS-SWIRrock identificationspectral resolutionspatial resolutionnoise effects |
| spellingShingle | L. Pompilio S. Meli I. Longhi M. Sgavetti Accuracy in mineral identification: image spectral and spatial resolutions and mineral spectral properties Annals of Geophysics reflectance spectroscopy VIS-SWIR rock identification spectral resolution spatial resolution noise effects |
| title | Accuracy in mineral identification: image spectral and spatial resolutions and mineral spectral properties |
| title_full | Accuracy in mineral identification: image spectral and spatial resolutions and mineral spectral properties |
| title_fullStr | Accuracy in mineral identification: image spectral and spatial resolutions and mineral spectral properties |
| title_full_unstemmed | Accuracy in mineral identification: image spectral and spatial resolutions and mineral spectral properties |
| title_short | Accuracy in mineral identification: image spectral and spatial resolutions and mineral spectral properties |
| title_sort | accuracy in mineral identification image spectral and spatial resolutions and mineral spectral properties |
| topic | reflectance spectroscopy VIS-SWIR rock identification spectral resolution spatial resolution noise effects |
| url | http://www.annalsofgeophysics.eu/index.php/annals/article/view/3144 |
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