<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0185-3880</journal-id>
<journal-title><![CDATA[Ciencias marinas]]></journal-title>
<abbrev-journal-title><![CDATA[Cienc. mar]]></abbrev-journal-title>
<issn>0185-3880</issn>
<publisher>
<publisher-name><![CDATA[Universidad Autónoma de Baja California, Instituto de Investigaciones Oceanológicas]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0185-38802018000300185</article-id>
<article-id pub-id-type="doi">10.7773/cm.v44i3.2806</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Discrimination of 3 dominant mangrove species from the Pacific coast of Mexico by spectroscopy on intact leaves]]></article-title>
<article-title xml:lang="es"><![CDATA[Discriminación de 3 especies dominantes de mangle de la costa mexicana del Pacífico mediante técnicas espectroscópicas de hoja intacta]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Flores-de-Santiago]]></surname>
<given-names><![CDATA[Francisco]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Kovacs]]></surname>
<given-names><![CDATA[John M]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Flores-Verdugo]]></surname>
<given-names><![CDATA[Francisco]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Ciencias del Mar y Limnología ]]></institution>
<addr-line><![CDATA[Mexico City ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Nipissing University Department of Geography ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Canada</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Ciencias del Mar y Limnología ]]></institution>
<addr-line><![CDATA[Mazatlán Sinaloa]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2018</year>
</pub-date>
<volume>44</volume>
<numero>3</numero>
<fpage>185</fpage>
<lpage>202</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0185-38802018000300185&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0185-38802018000300185&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0185-38802018000300185&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract  Spectral discrimination of mangrove leaves is the first step in classifying remotely sensed imagery of mangrove forests. The objective of this study was to analyze spectroscopic data on leaves from the upper and lower parts of mangrove canopies to discriminate species and physiognomic types. Leaf samples from the upper and lower parts of the canopies of 3 mangrove species (Avicennia germinans, Laguncularia racemosa, and Rhizophora mangle) in 2 physiognomic types (basin and fringe) were collected during 2 seasons (dry and rainy). Probability distribution and first-derivative plots were generated for every wavelength (450-1,000 nm) detected in all samples. With the plots, optimal wavelengths were selected and subsequently verified with a canonical discriminant analysis. Results indicated that all species in basin mangrove forests showed a unique distinction between the upper and lower leaves during the dry season. By contrast, species in fringe mangrove forests did not show this difference during both seasons. Optimal wavelengths for species discrimination were located between 540-560 nm and 700-720 nm, which correspond to the green and red-edge wavebands, respectively. Future studies using remote sensing data with the aforementioned wavebands can be conducted to discriminate physiognomic mangrove forest types and to increase accuracy in the classification of mangroves at the canopy level on the Pacific coast of Mexico.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La discriminación foliar de mangles por medio de técnicas espectroscópicas es el primer paso para clasificar imágenes de sensores remotos de bosques de mangle. El objetivo de este estudio fue analizar datos espectroscópicos de hojas de la parte superior y la parte inferior del dosel arbóreo para poder discriminar especies y condiciones fisiognómicas en un bosque de mangle. Muestras de hojas de la parte superior y la parte inferior de los doseles de 3 especies de mangle (Avicennia germinans, Laguncularia racemosa y Rhizophora mangle) en 2 condiciones fisiognómicas (cuenca y borde) fueron recolectadas durante 2 temporadas (estiaje y lluvia). Gráficas de distribución de probabilidad y de primera derivada fueron generadas para cada una de las longitudes de onda (450-1,000 nm) de todas las muestras. Con base en las gráficas, las longitudes de onda óptimas fueron seleccionadas y, posteriormente, comprobadas con un análisis discriminante canónico. Los resultados indicaron que todas las especies de mangle tipo cuenca mostraron una separación única entre las hojas de la parte superior y la parte inferior del dosel durante la temporada de estiaje. Por el contrario, los mangles tipo borde no presentaron esta diferencia durante ambas temporadas. Las longitudes de onda óptimas para la discriminación de especies fueron localizadas entre 540-560 nm y 700-720 nm, correspondientes a las bandas verde y borde del rojo, respectivamente. Estudios posteriores con datos de sensores remotos que contengan dichas longitudes de onda pueden ser empleados para discriminar condiciones fisiognómicas en bosques de mangle e incrementar la precisión en clasificaciones de mangles a nivel de dosel en la costa mexicana del Pacífico.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Laguncularia racemosa]]></kwd>
<kwd lng="en"><![CDATA[Rhizophora mangle]]></kwd>
<kwd lng="en"><![CDATA[Avicennia germinans]]></kwd>
<kwd lng="en"><![CDATA[water stress]]></kwd>
<kwd lng="es"><![CDATA[Laguncularia racemosa]]></kwd>
<kwd lng="es"><![CDATA[Rhizophora mangle]]></kwd>
<kwd lng="es"><![CDATA[Avicennia germinans]]></kwd>
<kwd lng="es"><![CDATA[estrés hídrico]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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