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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ISPRS-Archives</journal-id>
<journal-title-group>
<journal-title>The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">ISPRS-Archives</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2194-9034</issn>
<publisher><publisher-name>ISPRS</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/isprsarchives-XXXIX-B7-151-2012</article-id>
<title-group>
<article-title>ANOMALY DETECTION AND COMPARATIVE ANALYSIS OF HYDROTHERMAL ALTERATION MATERIALS TROUGH HYPERSPECTRAL MULTISENSOR DATA IN THE TURRIALBA VOLCANO</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Rejas</surname>
<given-names>J. G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Martínez-Frías</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Bonatti</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Martínez</surname>
<given-names>R.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Marchamalo</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>National Institute for Aerospace Technology, INTA. Ctra. de Ajalvir km 4 s/n 28850 Torrejón de Ardoz, Spain</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Astrobiology Centre-Spanish National Research Council, INTA/CAB-CSIC. Ctra. de Ajalvir km 4 s/n 28850 Torrejón de Ardoz, Spain</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Costa Rica University, UCR. Campus UCR-San Pedro de Montes de Ocas s/n, 0125 San José, Costa Rica</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Technical University of Madrid, UPM. Ramiro de Maeztu, 7, 28040 Madrid, Spain</addr-line>
</aff>
<pub-date pub-type="epub">
<day>31</day>
<month>07</month>
<year>2012</year>
</pub-date>
<volume>XXXIX-B7</volume>
<fpage>151</fpage>
<lpage>155</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2012 J. G. Rejas et al.</copyright-statement>
<copyright-year>2012</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
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<self-uri xlink:href="https://isprs-archives.copernicus.org/articles/XXXIX-B7/151/2012/isprs-archives-XXXIX-B7-151-2012.pdf">The full text article is available as a PDF file from https://isprs-archives.copernicus.org/articles/XXXIX-B7/151/2012/isprs-archives-XXXIX-B7-151-2012.pdf</self-uri>
<abstract>
<p>The aim of this work is the comparative study of the presence of hydrothermal alteration materials in the Turrialba volcano (Costa
Rica) in relation with computed spectral anomalies from multitemporal and multisensor data adquired in spectral ranges of the
visible (VIS), short wave infrared (SWIR) and thermal infrared (TIR). We used for this purposes hyperspectral and multispectral
images from the HyMAP and MASTER airborne sensors, and ASTER and Hyperion scenes in a period between 2002 and 2010.
Field radiometry was applied in order to remove the atmospheric contribution in an empirical line method. HyMAP and MASTER
images were georeferenced directly thanks to positioning and orientation data that were measured at the same time in the acquisition
campaign from an inertial system based on GPS/IMU. These two important steps were allowed the identification of spectral
diagnostic bands of hydrothermal alteration minerals and the accuracy spatial correlation. Enviromental impact of the volcano
activity has been studied through different vegetation indexes and soil patterns. Have been mapped hydrothermal materials in the
crater of the volcano, in fact currently active, and their surrounding carrying out a principal components analysis differentiated for a
high and low absorption bands to characterize accumulations of kaolinite, illite, alunite and kaolinite+smectite, delimitating zones
with the presence of these minerals. Spectral anomalies have been calculated on a comparative study of methods pixel and subpixel
focused in thermal bands fused with high-resolution images. Results are presented as an approach based on expert whose main
interest lies in the automated identification of patterns of hydrothermal altered materials without prior knowledge or poor
information on the area.</p>
</abstract>
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