@InProceedings{SilvaAleCarBarOli:2017:UtImMu,
author = "Silva, Hewerton Alves da and Alencar, M{\'a}rcio Lima and
Carrino, Thais Andressa and Barbosa, Jos{\'e} Antonio and
Oliveira, Patricia Fernanda Passos de",
title = "Utiliza{\c{c}}{\~a}o de imagem multiespectral do sensor ASTER
para identifica{\c{c}}{\~a}o de calcita e gipsita na Bacia do
Araripe CE",
booktitle = "Anais...",
year = "2017",
editor = "Gherardi, Douglas Francisco Marcolino and Arag{\~a}o, Luiz
Eduardo Oliveira e Cruz de",
pages = "7134--7141",
organization = "Simp{\'o}sio Brasileiro de Sensoriamento Remoto, 18. (SBSR)",
publisher = "Instituto Nacional de Pesquisas Espaciais (INPE)",
address = "S{\~a}o Jos{\'e} dos Campos",
abstract = "Studies made through the spectral characterization of the
constituents of the rocks allow to identify sites favorable to the
occurrence of lithologies for the subsequent identification in
subsequent field stages. The objective of this work is to evaluate
the use of the ASTER sensor image in the shortwave infrared band
for the discrimination of calcite and gypsum in a portion of the
Araripe Basin. The 6 bands of the ASTER level 1B sensor,
positioned in the shortwave infrared band and gypsite and calcite
reflectance spectral curves from the USGS spectral library were
used. The atmospheric correction was applied and the following
classifiers were applied: Principal Components Analysis - ACP; MNF
(Minimum Noise Fraction); MTMF (Mixture Tuned Matched Filtering)
and SAM (Spectral Angle Mapper). In both ACP and MNF, the results
selected for the mapping of the studied minerals were associated
to ACP1 and MNF1 in the case of calcite and to ACP5 and MNF5 in
the case of gypsum. The SAM classifier showed very similar results
for calcite and gypsum. The MTMF classifier showed very similar
results in comparison to those resulting from the use of the SAM
technique. The results derived from the application of the ACP and
MNF techniques were superior to those derived from the use of SAM
and MTMF classifiers. In the case of ACP and MNF techniques,
gypsum calcite could be separately mapped. However, the results
from the use of SAM and MTMF classifiers failed to separate these
two mineral classes spectrally.",
conference-location = "Santos",
conference-year = "28-31 maio 2017",
isbn = "978-85-17-00088-1",
label = "59364",
language = "pt",
organisation = "Instituto Nacional de Pesquisas Espaciais (INPE)",
ibi = "8JMKD3MGP6W34M/3PSMF74",
url = "http://urlib.net/ibi/8JMKD3MGP6W34M/3PSMF74",
targetfile = "59364.pdf",
type = "Geologia",
urlaccessdate = "27 abr. 2024"
}