| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | mtc-m16c.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Repository | sid.inpe.br/jeferson/2004/01.13.13.21 (restricted access) |
| Last Update | 2006:06.14.03.52.06 (UTC) administrator |
| Metadata Repository | sid.inpe.br/jeferson/2004/01.13.13.21.32 |
| Metadata Last Update | 2018:06.04.04.12.50 (UTC) administrator |
| Secondary Key | INPE-10450-PRE/5940 |
| Citation Key | CarvalhoJrCaGuLoGuMaPe:2003:ClHyIm |
| Title | Classification of Hyperspectral Image Using SCM Methods for Geobotanical Analysis in the Brazilian Savanna Region  |
| Year | 2003 |
| Access Date | 2024, May 05 |
| Secondary Type | PRE CI |
| Number of Files | 1 |
| Size | 110 KiB |
| 2. Context | |
| Author | 1 Carvalho Junior, Osmar Abílio de 2 Carvalho, Ana Paula Ferreira de 3 Guimarães, Renato Fontes 4 Lopes, Richard Anderson Silva 5 Guimarães, Paulo Honório 6 Martins, Eder de Souza 7 Pedreno, José Navarro |
| Group | 1 DSR-INPE-MCT-BR |
| Affiliation | 1 UnB, Brasília - DF 2 Embrapa/CPAC, Planaltina - DF 3 Universidade Miguel Hernández de Elche, Espanha. |
| Conference Name | International Geoscience and Remote Sensing Symposium, (IGARSS). |
| Conference Location | Toulouse |
| Date | 21-25 July 2003 |
| Pages | 3754-3756 |
| Book Title | Proceedings |
| History (UTC) | 2006-09-27 20:15:04 :: administrator -> jefferson :: 2008-05-02 14:59:58 :: jefferson -> administrator :: 2018-06-04 04:12:50 :: administrator -> marciana :: 2003 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Keywords | hyperspectral; Brazilian Savanna; Spectral Correlation |
| Abstract | This work presents a spectral analysis of natural targets behavior of Cerrado using an AVIRIS sensor image (Airborne Visible/InfraRed Imaging Spectrometer). The sensor AVIRIS was brought to Brazil in 1995 in the SCAR-B (Smoke, Clouds and Radiation - Brazil) mission with the purpose of evaluating atmospheric effects. This activity was accomplished by NASA, INPE (National Institute of Space Research) and AEB (Brazilian Space Agency). During the SCAR-B mission, the AVIRIS sensor acquired image of Goiás region, in August 16th 1995. The image used in this study presents geological structures that mark effects on the distribution of vegetation types. The aim of this work was to adapt and to test the employment of the spectral analysis in an AVIRIS hyperspectral image to differentiate vegetation patterns in order to compare with the geological structure. The atmospheric correction was performed using ATREM method (Atmosphere Removal Program) complemented by EFFORT (Empirical Flat Field Optical Reflectance Transformation) method. The endmembers were detected after the atmospheric correction according to the following steps: a) spectral reduction by the Minimum Noise Fraction (MNF) transformation, b) spatial reduction by the Pixel Purity Index (PPI) and c) manual identification of the members using the N-dimensional visualization device. The employment of this technique allowed selecting a spectral series related to vegetation. The spectral analysis showed three main groups: a) photosynthetic vegetation (PV), b) nonphotosynthetic vegetation (NPV) and c) burned vegetation. The spectral classification was done using the SCM (Spectral Correlation Mapper) method. The SCM algorithm is a spectral classifier that presents advantages over Spectral Angle Mapper and Spectral Feature Fitting methods due to the ability to detect false positive results. The SCM was performed in the study image using the selected endmember means (photosynthetic active vegetation, NPV and burned areas). In classified images the most similar areas presented lighter colors, while the correlated areas were darkened. The color composition of the SCM classified images allowed the detection of differences in the vegetation distribution, enhancing structural and geomorphologic features of the study site. |
| Area | SRE |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDSR > Classification of Hyperspectral... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| Language | en |
| Target File | classification of hyperspectral.pdf |
| User Group | administrator |
| Visibility | shown |
| Copy Holder | SID/SCD |
| Read Permission | deny from all and allow from 150.163 |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPCW/3ER446E |
| Dissemination | <E> |
| Host Collection | sid.inpe.br/mtc-m18@80/2008/03.17.15.17 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyright creatorhistory descriptionlevel documentstage doi e-mailaddress edition editor electronicmailaddress format identifier isbn issn label lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress project publisher publisheraddress readergroup resumeid rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url versiontype volume |
| 7. Description control | |
| e-Mail (login) | marciana |
| update | |