<?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>2007-2422</journal-id>
<journal-title><![CDATA[Tecnología y ciencias del agua]]></journal-title>
<abbrev-journal-title><![CDATA[Tecnol. cienc. agua]]></abbrev-journal-title>
<issn>2007-2422</issn>
<publisher>
<publisher-name><![CDATA[Instituto Mexicano de Tecnología del Agua, Coordinación de Comunicación, Participación e Información]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-24222021000500208</article-id>
<article-id pub-id-type="doi">10.24850/j-tyca-2021-05-05</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Methodology for determining runoff coefficients using open-access images and classification open-source algorithms]]></article-title>
<article-title xml:lang="es"><![CDATA[Metodología para determinación de coeficientes de escurrimiento utilizando imágenes de acceso abierto y algoritmos de clasificación de código abierto]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Uraga-Tovar]]></surname>
<given-names><![CDATA[D. Italibi]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Tapia-Silva]]></surname>
<given-names><![CDATA[Felipe Omar]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[López-Caloca]]></surname>
<given-names><![CDATA[Alejandra A.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gómez-Reyes]]></surname>
<given-names><![CDATA[Eugenio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Autónoma Metropolitana  ]]></institution>
<addr-line><![CDATA[Mexico City ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Autónoma Metropolitana Centro de Investigación en Ciencias de la Información Geoespacial ]]></institution>
<addr-line><![CDATA[Mexico City ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Centro de Investigación en Ciencias de la Información Geoespacial  ]]></institution>
<addr-line><![CDATA[Mexico City ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Autónoma Metropolitana  ]]></institution>
<addr-line><![CDATA[Mexico City ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>10</month>
<year>2021</year>
</pub-date>
<volume>12</volume>
<numero>5</numero>
<fpage>208</fpage>
<lpage>253</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-24222021000500208&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-24222021000500208&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-24222021000500208&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract This study proposes a methodology using Landsat-8, Sentinel-1, and Sentinel-2 images to determine Landcover and Runoff Coefficient. It considers geographic and climatic characteristics of the region, resolutions of sensors, and accuracy obtained using four classifiers: Minimum Distance, Spectral Angle Mapper, Maximum Likelihood, and Support Vector Machines. The methodology was applied to regions in Mexico with diverse characteristics. The overall accuracy, commission, and omission were obtained for each classifier-sensor combination. These indicators were analyzed by region, sensor, and algorithm. Presence, accuracy, error of commission, and omission of cover were analyzed according to land cover class. Landsat-8 had the highest average accuracy (76.1 %), followed by Sentinel-2 (75 %), and Sentinel-1 (38.8 %). Minimum distance had the highest accuracy (71.2 %), followed by Support Vector Machines with 70.5 %, Spectral Angel Mapper with 60.9 %, and Maximum Likelihood with 50.7 %. This methodology makes it possible to use open-access satellite images and programs to define criteria for determining land cover with good accuracy and high spatial resolution. The results of our research show that to estimate runoff coefficients, open-access satellite images must be selected based on criteria such as sensor resolutions, classification algorithm to be used, period and scale of the study, climate, types, and dynamics of land coverage, as well as the dominant coverage class.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Este estudio propone una metodología que utiliza imágenes Landsat-8, Sentinel-1, y Sentinel-2 para determinar cobertura terrestre y coeficientes de escurrimiento. La metodología considera características geográficas y climáticas de la región, resolución de sensores y exactitud obtenida mediante cuatro clasificadores: distancia mínima, máxima verosimilitud, mapeo espectral angular y máquinas de soporte vectorial. La metodología se aplicó en regiones en México con características diversas. La exactitud general, error de comisión y de omisión fueron obtenidos para cada combinación de clasificador y sensor. Asimismo, estos indicadores se analizaron por región, sensor y algoritmo. Presencia, exactitud, error de comisión y omisión se analizaron por cada clase de cobertura terrestre. Landsat-8 obtuvo un acuerdo promedio mayor (76.1 %), seguido por Sentinel-2 (75 %) y Sentinel-1 (38.8 %). Distancia mínima tuvo el mayor acuerdo promedio (71.2 %), seguido por máquinas de soporte vectorial con 70.5 %, mapeo angular espectral con 60.9 % y máxima verosimilitud con 50.7 %. Esta metodología hace posible usar imágenes y programas de acceso abierto para definir criterios que permitan determinar cobertura terrestre con buena exactitud y alta resolución espacial. El resultado de la investigación muestra que, para estimar correctamente coeficientes de escurrimiento, las imágenes satelitales de acceso abierto deben ser seleccionadas con base en criterios como resoluciones del sensor, algoritmo de clasificación a ser ocupado, periodo y escala del estudio, clima, tipos y dinámica de cobertura terrestre, así como clase de cobertura dominante.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Runoff Coefficient]]></kwd>
<kwd lng="en"><![CDATA[Mexico&#8217;s valley basin]]></kwd>
<kwd lng="en"><![CDATA[Bajo Bravo]]></kwd>
<kwd lng="en"><![CDATA[Bajo Grijalva]]></kwd>
<kwd lng="en"><![CDATA[minimum distance]]></kwd>
<kwd lng="en"><![CDATA[maximum likelihood]]></kwd>
<kwd lng="en"><![CDATA[spectral angle mapper]]></kwd>
<kwd lng="en"><![CDATA[support vector machines]]></kwd>
<kwd lng="en"><![CDATA[Sentinel]]></kwd>
<kwd lng="en"><![CDATA[Landsat]]></kwd>
<kwd lng="es"><![CDATA[coeficiente de escurrimiento]]></kwd>
<kwd lng="es"><![CDATA[cuenca del Valle de México]]></kwd>
<kwd lng="es"><![CDATA[bajo Bravo]]></kwd>
<kwd lng="es"><![CDATA[bajo Grijalva]]></kwd>
<kwd lng="es"><![CDATA[distancia mínima]]></kwd>
<kwd lng="es"><![CDATA[máxima verosimilitud]]></kwd>
<kwd lng="es"><![CDATA[mapeo espectral angular]]></kwd>
<kwd lng="es"><![CDATA[máquinas de soporte vectorial]]></kwd>
<kwd lng="es"><![CDATA[Sentinel]]></kwd>
<kwd lng="es"><![CDATA[Landsat]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Abdikan]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sanli]]></surname>
<given-names><![CDATA[F. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Ustuner]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Calò]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Land cover mapping using sentinel-1 SAR data]]></article-title>
<source><![CDATA[The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences]]></source>
<year>2016</year>
<volume>41</volume>
<page-range>757</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Baldridge]]></surname>
<given-names><![CDATA[A. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Hook]]></surname>
<given-names><![CDATA[S. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Grove]]></surname>
<given-names><![CDATA[C. I.]]></given-names>
</name>
<name>
<surname><![CDATA[Rivera]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The ASTER spectral library version 2.0]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2009</year>
<volume>113</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>711-5</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bruzzone]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Prieto]]></surname>
<given-names><![CDATA[D. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images]]></article-title>
<source><![CDATA[IEEE Transactions on Geoscience and Remote Sensing]]></source>
<year>2001</year>
<volume>39</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>456-60</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chatziantoniou]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Psomiadis]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Petropoulos]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Co-orbital Sentinel 1 and 2 for LULC mapping with emphasis on wetlands in a Mediterranean setting based on machine learning]]></article-title>
<source><![CDATA[Remote Sensing]]></source>
<year>2017</year>
<volume>9</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>1259</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Che]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Liang]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Ma]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Remote sensing assessment of safety risk of iron tailings pond based on runoff coefficient]]></article-title>
<source><![CDATA[Sensors]]></source>
<year>2018</year>
<volume>18</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>4373</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Liao]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Cao]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Lu]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Global land cover mapping at 30 m resolution: A POK-based operational approach]]></article-title>
<source><![CDATA[ISPRS Journal of Photogrammetry and Remote Sensing]]></source>
<year>2015</year>
<volume>103</volume>
<page-range>7-27</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chuvieco]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Fundamentos de teledetección espacial]]></article-title>
<source><![CDATA[Estudios Geográficos]]></source>
<year>1991</year>
<volume>52</volume>
<numero>203</numero>
<issue>203</issue>
<page-range>371</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<collab>Comisión Nacional del Agua-Subdirección General Técnica</collab>
<source><![CDATA[Subregiones Hidrológicas, escala 1:250 000. República Mexicana en formato vectorial]]></source>
<year>2007</year>
<publisher-loc><![CDATA[México, DF, México ]]></publisher-loc>
<publisher-name><![CDATA[Comisión Nacional para el Conocimiento y Uso de la Biodiversidad]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Congedo]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Semi-automatic classification plugin documentation]]></article-title>
<source><![CDATA[Release]]></source>
<year>2016</year>
<volume>4</volume>
<numero>0.1</numero>
<issue>0.1</issue>
<page-range>29</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cotler]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Garrido]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bunge]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Cuevas]]></surname>
<given-names><![CDATA[M. L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Las cuencas hidrográficas de México: priorización y toma de decisiones. Planeación Territorial]]></source>
<year>2010</year>
<edition>2ª</edition>
<publisher-loc><![CDATA[México, DF, México ]]></publisher-loc>
<publisher-name><![CDATA[Comisión Nacional para el Conocimiento y Uso de la Biodiversidad]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cuervo-Robayo]]></surname>
<given-names><![CDATA[A. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Téllez-Valdés]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Gómez-Albores]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Venegas-Barrera]]></surname>
<given-names><![CDATA[C. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Manjarrez]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez-Meyer]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Precipitación anual en México (1910-2009), datos vectoriales escala: 1:1000000, modificado por Conabio (2015)]]></source>
<year>2014</year>
<publisher-loc><![CDATA[México, DF, México ]]></publisher-loc>
<publisher-name><![CDATA[Comisión Nacional para el Conocimiento y Uso de la Biodiversidad]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<collab>Diario Oficial de la Federación</collab>
<article-title xml:lang=""><![CDATA[D.-D. O. de la F. NOM-011-CONAGUA-2015, A.1.2.1.2 Coeficiente de escurrimiento]]></article-title>
<source><![CDATA[Diario Oficial de la Federación]]></source>
<year>2015</year>
<page-range>10-4</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Eastman]]></surname>
<given-names><![CDATA[J. R.]]></given-names>
</name>
</person-group>
<source><![CDATA[IDRISI Kilimanjaro: guide to GIS and image processing]]></source>
<year>2003</year>
<edition>14</edition>
<publisher-loc><![CDATA[Worcester, USA ]]></publisher-loc>
<publisher-name><![CDATA[Clark University]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="">
<collab>European Space Agency</collab>
<source><![CDATA[Sentinel-1 User Handbook]]></source>
<year>2013</year>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="">
<collab>European Space Agency</collab>
<source><![CDATA[Sentinel-2 User Handbook]]></source>
<year>2013</year>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Estoque]]></surname>
<given-names><![CDATA[R. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Pontius Jr]]></surname>
<given-names><![CDATA[R. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Murayama]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Hou]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Thapa]]></surname>
<given-names><![CDATA[R. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Lasco]]></surname>
<given-names><![CDATA[R. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Villar]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Simultaneous comparison and assessment of eight remotely sensed maps of Philippine forests]]></article-title>
<source><![CDATA[International Journal of Applied Earth Observation and Geoinformation]]></source>
<year>2018</year>
<volume>67</volume>
<page-range>123-34</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Climas (clasificación de Koppen, modificado por García). Escala 1:1000000. Formato de representación geográfica Shapefile: Formato vectorial compuesto por 4 archivos (shp, shx, dbf, prj)]]></source>
<year>1998</year>
<publisher-loc><![CDATA[DF ]]></publisher-loc>
<publisher-name><![CDATA[Comisión Nacional para el Conocimiento y Uso de la Biodiversidad. México]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Goldewijk]]></surname>
<given-names><![CDATA[K. K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimating global land use change over the past 300 years: The HYDE database]]></article-title>
<source><![CDATA[Global Biogeochemical Cycles]]></source>
<year>2001</year>
<volume>15</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>417-33</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Grizonnet]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Michel]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Poughon]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Inglada]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Savinaud]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Cresson]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Orfeo ToolBox: Open source processing of remote sensing images]]></article-title>
<source><![CDATA[Open Geospatial Data, Software and Standards]]></source>
<year>2017</year>
<volume>2</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>15</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Herold]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Latham]]></surname>
<given-names><![CDATA[J. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Di-Gregorio]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Schmullius]]></surname>
<given-names><![CDATA[C. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evolving standards in land cover characterization]]></article-title>
<source><![CDATA[Journal of Land Use Science]]></source>
<year>2006</year>
<volume>1</volume>
<numero>2-4</numero>
<issue>2-4</issue>
<page-range>157-68</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Pontius]]></surname>
<given-names><![CDATA[R. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Tu]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparison of intensity analysis and the land use dynamic degrees to measure land changes outside versus inside the coastal zone of Longhai, China]]></article-title>
<source><![CDATA[Ecological Indicators]]></source>
<year>2018</year>
<volume>89</volume>
<page-range>336-47</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Immerzeel]]></surname>
<given-names><![CDATA[W. W.]]></given-names>
</name>
<name>
<surname><![CDATA[Droogers]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[De-Jong]]></surname>
<given-names><![CDATA[S. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Bierkens]]></surname>
<given-names><![CDATA[M. F. P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Large-scale monitoring of snow cover and runoff simulation in Himalayan River basins using remote sensing]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2009</year>
<volume>113</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>40-9</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="book">
<collab>Instituto Nacional de Estadística y Geografía</collab>
<source><![CDATA[Encuesta Intercensal (2015)]]></source>
<year>2015</year>
<edition>2ª</edition>
<publisher-loc><![CDATA[Aguascalientes, México ]]></publisher-loc>
<publisher-name><![CDATA[Instituto Nacional de Estadística y Geografía]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="book">
<collab>Instituto Nacional de Estadística y Geografía</collab>
<source><![CDATA[Conjunto de datos vectoriales de uso de suelo y vegetación escala 1:250 000, serie V (capa unión), escala: 1:250 000]]></source>
<year>2013</year>
<publisher-loc><![CDATA[Aguascalientes, México ]]></publisher-loc>
<publisher-name><![CDATA[Instituto Nacional de Estadística y Geografía]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="book">
<collab>INEGI, Instituto Nacional de Estadística y Geografía</collab>
<source><![CDATA[Cartas hidrográficas de México, datos vectoriales escala: 1:250 000]]></source>
<year>2010</year>
<edition>2ª</edition>
<publisher-loc><![CDATA[Aguascalientes, México ]]></publisher-loc>
<publisher-name><![CDATA[Instituto Nacional de Estadística y Geografía]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="book">
<collab>Instituto Nacional de Estadística y Geografía</collab>
<source><![CDATA[Censos Económicos 2009]]></source>
<year>2009</year>
<publisher-loc><![CDATA[Aguascalientes, México ]]></publisher-loc>
<publisher-name><![CDATA[Instituto Nacional de Estadística y Geografía]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="">
<collab>Instituto Nacional de investigaciones Forestales y Agropecuarias</collab>
<source><![CDATA[Edafología, tipos, suelos, aspecto, físico escala 1:1 000 000 formato vectorial compuesto]]></source>
<year>1995</year>
</nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jia]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Liang]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Wei]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Gu]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhao]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Xie]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Land cover classification of finer resolution remote sensing data integrating temporal features from time series coarser resolution data]]></article-title>
<source><![CDATA[ISPRS Journal of Photogrammetry and Remote Sensing]]></source>
<year>2014</year>
<volume>93</volume>
<page-range>49-55</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jiménez]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Maderey]]></surname>
<given-names><![CDATA[L. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Escurrimiento medio anual]]></article-title>
<source><![CDATA[Hidrogeografía IV.6.4. Atlas Nacional de México]]></source>
<year>1992</year>
<volume>II</volume>
<publisher-loc><![CDATA[México, DF, México ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Instituto de Geografía]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kruse]]></surname>
<given-names><![CDATA[F. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Lefkoff]]></surname>
<given-names><![CDATA[A. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Boardman]]></surname>
<given-names><![CDATA[J. W.]]></given-names>
</name>
<name>
<surname><![CDATA[Heidebrecht]]></surname>
<given-names><![CDATA[K. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Shapiro]]></surname>
<given-names><![CDATA[A. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Barloon]]></surname>
<given-names><![CDATA[P. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Goetz]]></surname>
<given-names><![CDATA[A. F. H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The spectral image processing system (SIPS)-interactive visualization and analysis of imaging spectrometer data]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>1993</year>
<volume>44</volume>
<numero>2-3</numero>
<issue>2-3</issue>
<page-range>145-63</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kurczyn-Robledo]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Kretzschmar]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Hinojosa-Corona]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluación del escurrimiento superficial en el noreste del Valle de Guadalupe, BC, México, usando el método de curvas numeradas y datos de satélite]]></article-title>
<source><![CDATA[Revista Mexicana de Ciencias Geológicas]]></source>
<year>2007</year>
<volume>24</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-14</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lei]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bian]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Jin]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Nan]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Tan]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Land cover mapping in southwestern China using the HC-MMK approach]]></article-title>
<source><![CDATA[Remote Sensing]]></source>
<year>2016</year>
<volume>8</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>305</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Tian]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[China&#8217;s land cover and land use change from 1700 to 2005: Estimations from high-resolution satellite data and historical archives]]></article-title>
<source><![CDATA[Global Biogeochemical Cycles]]></source>
<year>2010</year>
<volume>24</volume>
<numero>3</numero>
<issue>3</issue>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Loperfido]]></surname>
<given-names><![CDATA[J. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Noe]]></surname>
<given-names><![CDATA[G. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Jarnagin]]></surname>
<given-names><![CDATA[S. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Hogan]]></surname>
<given-names><![CDATA[D. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Effects of distributed and centralized stormwater best management practices and land cover on urban stream hydrology at the catchment scale]]></article-title>
<source><![CDATA[Journal of Hydrology]]></source>
<year>2014</year>
<volume>519</volume>
<page-range>2584-95</page-range></nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Manning]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Raghavan]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Schuetze]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<source><![CDATA[Introduction to information retrieval]]></source>
<year>2009</year>
<publisher-loc><![CDATA[Cambridge, UK ]]></publisher-loc>
<publisher-name><![CDATA[Cambridge University Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Maderey]]></surname>
<given-names><![CDATA[L. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evapotranspiración real]]></article-title>
<source><![CDATA[Hidrogeografía IV.6.6. Atlas Nacional de México. Vol. II Datos vectoriales Escala 1:400 0000]]></source>
<year>1990</year>
<publisher-loc><![CDATA[México, DF, México ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Instituto de Geografía]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Merz]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Blöschl]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Parajka]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Spatio-temporal variability of event runoff coefficients]]></article-title>
<source><![CDATA[Journal of Hydrology]]></source>
<year>2006</year>
<volume>331</volume>
<numero>3-4</numero>
<issue>3-4</issue>
<page-range>591-604</page-range></nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Milewski]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Sultan]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Yan]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Becker]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Abdeldayem]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Soliman]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Gelil]]></surname>
<given-names><![CDATA[K. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A remote sensing solution for estimating runoff and recharge in arid environments]]></article-title>
<source><![CDATA[Journal of Hydrology]]></source>
<year>2009</year>
<volume>373</volume>
<numero>1-2</numero>
<issue>1-2</issue>
<page-range>1-14</page-range></nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mountrakis]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Im]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Ogole]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Support vector machines in remote sensing: A review]]></article-title>
<source><![CDATA[ISPRS Journal of Photogrammetry and Remote Sensing]]></source>
<year>2011</year>
<volume>66</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>247-59</page-range></nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pontius Jr]]></surname>
<given-names><![CDATA[R. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Millones]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Death to Kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment]]></article-title>
<source><![CDATA[International Journal of Remote Sensing]]></source>
<year>2011</year>
<volume>32</volume>
<numero>15</numero>
<issue>15</issue>
<page-range>4407-29</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pontius Jr]]></surname>
<given-names><![CDATA[R. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Santacruz]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Quantity, exchange, and shift components of difference in a square contingency table]]></article-title>
<source><![CDATA[International Journal of Remote Sensing]]></source>
<year>2014</year>
<volume>35</volume>
<numero>21</numero>
<issue>21</issue>
<page-range>7543-54</page-range></nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rascón]]></surname>
<given-names><![CDATA[L. E. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Rivera]]></surname>
<given-names><![CDATA[J. J. C.]]></given-names>
</name>
</person-group>
<source><![CDATA[El recurso agua en México: un análisis geográfico]]></source>
<year>2005</year>
<volume>3</volume>
<publisher-loc><![CDATA[México, DF, México ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rawat]]></surname>
<given-names><![CDATA[K. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Mishra]]></surname>
<given-names><![CDATA[A. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Ahmad]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Surface runoff estimation over heterogeneous foothills of Aravalli mountain using medium resolution remote sensing rainfall data with soil conservation system-curve number method: A case of semi-arid ungauged Manesar Nala watershed]]></article-title>
<source><![CDATA[Water and Environment Journal]]></source>
<year>2017</year>
<volume>31</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>262-76</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Richards]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Xiuping]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Remote sensing digital image analysis: An introduction]]></source>
<year>2013</year>
<edition>5ª</edition>
<publisher-loc><![CDATA[Berlin, Germany ]]></publisher-loc>
<publisher-name><![CDATA[Springer-Verlag]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rogan]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Remote sensing technology for mapping and monitoring land-cover and land-use change]]></article-title>
<source><![CDATA[Progress in Planning]]></source>
<year>2004</year>
<volume>61</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>301-25</page-range></nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Savenije]]></surname>
<given-names><![CDATA[H. H. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The runoff coefficient as the key to moisture recycling]]></article-title>
<source><![CDATA[Journal of Hydrology]]></source>
<year>1996</year>
<volume>176</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>219-25</page-range></nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sivapalan]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Blöschl]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Merz]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Gutknecht]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Linking flood frequency to long-term water balance: Incorporating effects of seasonality]]></article-title>
<source><![CDATA[E&amp;G Quaternary Science Journal]]></source>
<year>2002</year>
<volume>27</volume>
</nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Solís]]></surname>
<given-names><![CDATA[A. Y.]]></given-names>
</name>
<name>
<surname><![CDATA[González]]></surname>
<given-names><![CDATA[R. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Lafragua]]></surname>
<given-names><![CDATA[C. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Gutiérrez-López]]></surname>
<given-names><![CDATA[L. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bahena]]></surname>
<given-names><![CDATA[H. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Santos]]></surname>
<given-names><![CDATA[J. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Alfaro]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Brindis]]></surname>
<given-names><![CDATA[P. J. G.]]></given-names>
</name>
</person-group>
<source><![CDATA[Estudio de actualización de la disponibilidad y balance hidráulico de aguas superficiales de la Región Hidrológica No. 12, Cuencas Cerradas de Sayula y Región Hidrológica No. 15, Costa de Jalisco, Considerando las Concesiones del REPDA]]></source>
<year>2005</year>
<publisher-loc><![CDATA[México, DF, México ]]></publisher-loc>
<publisher-name><![CDATA[Instituto Mexicano de Tecnología del Agua y Comisión Nacional del Agua]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Song]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Woodcock]]></surname>
<given-names><![CDATA[C. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Seto]]></surname>
<given-names><![CDATA[K. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Lenney]]></surname>
<given-names><![CDATA[M. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Macomber]]></surname>
<given-names><![CDATA[S. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?]]></article-title>
<source><![CDATA[Remote sensing of Environment]]></source>
<year>2001</year>
<volume>75</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>230-44</page-range></nlm-citation>
</ref>
<ref id="B50">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Stisen]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sandholt]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of remote-sensing-based rainfall products through predictive capability in hydrological runoff modelling]]></article-title>
<source><![CDATA[Hydrological Processes: An International Journal]]></source>
<year>2010</year>
<volume>24</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>879-91</page-range></nlm-citation>
</ref>
<ref id="B51">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sudhakar]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sridevi]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramana]]></surname>
<given-names><![CDATA[I. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Rao]]></surname>
<given-names><![CDATA[V. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Raha]]></surname>
<given-names><![CDATA[A. K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Techniques of classification for landuse/landcover with special reference to forest type mapping in Jaldapara Wildlife Sanctuary, Jalpaiguri District, West Bengal-a case study]]></article-title>
<source><![CDATA[Journal of the Indian society of Remote Sensing]]></source>
<year>1999</year>
<volume>27</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>217</page-range></nlm-citation>
</ref>
<ref id="B52">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tapia-Silva]]></surname>
<given-names><![CDATA[F. O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Geostatistical integration to improve representativeness of satellite precipitation estimates and field measurements. Kalpa Publications in Computing 13]]></article-title>
<source><![CDATA[Proceedings of the 1st International Conference on Geospatial Information Sciences]]></source>
<year>2019</year>
<page-range>1-11</page-range></nlm-citation>
</ref>
<ref id="B53">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Theodoridis]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Koutroumbas]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<source><![CDATA[Pattern recognition]]></source>
<year>2008</year>
<edition>4a</edition>
<publisher-loc><![CDATA[San Diego, USA ]]></publisher-loc>
<publisher-name><![CDATA[Elsevier Inc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B54">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tran]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Julian]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[De-Beurs]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Land cover heterogeneity effects on sub-pixel and per-pixel classifications]]></article-title>
<source><![CDATA[ISPRS International Journal of Geo-Information]]></source>
<year>2014</year>
<volume>3</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>540-53</page-range></nlm-citation>
</ref>
<ref id="B55">
<nlm-citation citation-type="">
<collab>U.S. Geological Survey</collab>
<source><![CDATA[Landsat 8 (L8) Data Users Handbook]]></source>
<year>2016</year>
</nlm-citation>
</ref>
<ref id="B56">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wacker]]></surname>
<given-names><![CDATA[A. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Landgrebe]]></surname>
<given-names><![CDATA[D. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Minimum distance classification in remote sensing]]></article-title>
<source><![CDATA[Purdue University - LARS Technical Report]]></source>
<year>1972</year>
<volume>1</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>2-13</page-range></nlm-citation>
</ref>
<ref id="B57">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Weng]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modeling urban growth effects on surface runoff with the integration of remote sensing and GIS]]></article-title>
<source><![CDATA[Environmental Management]]></source>
<year>2001</year>
<volume>28</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>737-48</page-range></nlm-citation>
</ref>
<ref id="B58">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yu]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Gong]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Google Earth as a virtual globe tool for Earth science applications at the global scale: Progress and perspectives]]></article-title>
<source><![CDATA[International Journal of Remote Sensing]]></source>
<year>2012</year>
<volume>33</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>3966-86</page-range></nlm-citation>
</ref>
<ref id="B59">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zeng]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Tang]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Hong]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Zeng]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Development of an NRCS curve number global dataset using the latest geospatial remote sensing data for worldwide hydrologic applications]]></article-title>
<source><![CDATA[Remote Sensing Letters]]></source>
<year>2017</year>
<volume>8</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>528-36</page-range></nlm-citation>
</ref>
<ref id="B60">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhao]]></surname>
<given-names><![CDATA[Z. Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhao]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Remote sensing image classification based on a modified self-organizing neural network with a priori knowledge]]></article-title>
<source><![CDATA[Sensors &amp; Transducers]]></source>
<year>2013</year>
<volume>153</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>29-36</page-range></nlm-citation>
</ref>
<ref id="B61">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zuhlke]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Fomferra]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Brockmann]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Peters]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Veci]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Malik]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Regner]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[SNAP (sentinel application platform) and the ESA sentinel 3 toolbox]]></article-title>
<source><![CDATA[Sentinel-3 for Science Workshop]]></source>
<year>2015</year>
<numero>734</numero>
<issue>734</issue>
<page-range>21</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
