The Rio ltapicuru Greenstone Belt (RI GB), located in north-eaSlem Brazil, is an importanl gold producing region. II hosts two important mining districts, the Faunda Brasileiro and the Fazenda Maria Prela, owned by Companhia Vale do Rio Once (CVRO), plus a number of gold OCCll!Tenccs. all associated with hydrothermal alteralion along shear zones. In 1992, Geoscan multispectral scanner data were acquired for mineral exploration purposes over more than 7,500 km' in this greenstone helt. Geoscan AMSS is a 24-band airborne scanner, with 5 meter spatial resolution Standard image processing (e.;hniques, applied immediately after data acquisition, defmed some spectral anomalies, particularly due to silicification and oxidation, which could be due either to hydrothermal alteration or to weathering processes. We have reprocessed the Geoscan data over a portion of the RIGB in order to define possible anomalies due to hydrothermal alteration minerals, using the feature-oriented principal component selection (FPCS) technique, modified for use with Geos.can data. Laboratory reflectance spectra of residual soils were acquired to establish superficial expression of hydroth ennal minera ls that OCCur in ~ub-surfac e and to guide image processing and interpretation. This Jed 10 the production of "mineral component" images, in which the spalial distribution of some minerals are shown. Results of the spectral analysis of soil samples showed that goethite may be used as a surface indicator of hydrothennal alteration and that it is not possible to differentiate the alteration zones from surrounding rocks based on the hydroxyl or carbonate spectral features RESUMO o Greenstone Belt do Rio Jtapicuru (RIGB). localizado no nordeste do Brasil, e uma importante regiilo produtora de ouro no pais. Ele comern dois importantes distritos mineiros, 0 da Fazenda Brasileiro e Fazenda Maria Prela, pertenccntes a Companhia Vale do Rio Doce (CVRD), alem de diversas outras ocorrencias auriferas. todas elas associadas a processo de a1tera~~o hidrotermal ao longo de zonas de cisalhamento. Em 1992. imagens do sensor multiespectral Geoscan foram obtidas ern mais de 7.500 kml do greenstone. 0 Geos.call AMSS Mk-Il t urn sensor aeroportado que cobre 24 banda~ espectrais, com S metros de resolu~a.o espaciaJ no caso deste levantamemo. Tecn icas padrao de proccssamento de imagens, aplicadas imediatamente ap6s 0 levantamento. definiram uma serie de anomalias cspcctrais, re lacionadas a processos de si1icifica~ilo e oxidao;.1o. que podem tanto ser devidos a processes de altera~a.o 'Companhia de RecUT"" Minerais (CPRM) -Servi~o Geologico do Brasil. Manaus. AM. Brasil. llrtstituto de Oeocienei"siUNTCAMP. Campinas. SP_ Brasil