<?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>2007-4018</journal-id>
<journal-title><![CDATA[Revista Chapingo serie ciencias forestales y del ambiente]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Chapingo ser. cienc. for. ambient]]></abbrev-journal-title>
<issn>2007-4018</issn>
<publisher>
<publisher-name><![CDATA[Universidad Autónoma Chapingo, Coordinación de Revistas Institucionales]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2007-40182024000100005</article-id>
<article-id pub-id-type="doi">10.5154/r.rchscfa.2023.02.010</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Spatial and temporal modeling of air pollution in Mexico City Metropolitan Area]]></article-title>
<article-title xml:lang="es"><![CDATA[Modelado espacial y temporal de contaminantes atmosféricos en la Zona Metropolitana de la Ciudad de México]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cruz-Huerta]]></surname>
<given-names><![CDATA[Carmina]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Martínez-Trinidad]]></surname>
<given-names><![CDATA[Tomás]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Correa-Díaz]]></surname>
<given-names><![CDATA[Arian]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gómez-Guerrero]]></surname>
<given-names><![CDATA[Armando]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Vargas-Hernández]]></surname>
<given-names><![CDATA[J. Jesús]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Villanueva-Díaz]]></surname>
<given-names><![CDATA[José]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Beramendi-Orosco]]></surname>
<given-names><![CDATA[Laura E.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Colegio de Postgraduados  ]]></institution>
<addr-line><![CDATA[Texcoco Estado de México]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias (INIFAP)  ]]></institution>
<addr-line><![CDATA[Coyoacán Ciudad de México]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias (INIFAP)  ]]></institution>
<addr-line><![CDATA[Gómez Palacio Durango]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Nacional Autónoma de México  ]]></institution>
<addr-line><![CDATA[Coyoacán Ciudad de México]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2024</year>
</pub-date>
<volume>30</volume>
<numero>1</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S2007-40182024000100005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S2007-40182024000100005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S2007-40182024000100005&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract  Introduction:  Large cities have air pollution problems due to the emission of polluting gases and particulate matter (PM).  Objectives: To know the intra- and inter-annual variation of pollutants (NOX, CO, O3, PM10 and PM2.5) in Mexico City Metropolitan Area and to model their spatial distribution.  Materials and methods:  Data from 44 stations of the Automatic Air Monitoring Network (RAMA) were analyzed to extract information for the pollutants NOX, O3 and CO in the period 1986-2021, and PM2.5 and PM10 in the periods 2000-2021 and 2003-2021, respectively. Monthly averages per station were calculated and the temporal trend of each pollutant was evaluated using the 'Theil-Sen' operator. The spatial distribution of pollutants was also modeled and the statistical performance of four interpolation methods was compared: Neural Networks, Support Vector Machine, Random Forest and Kriging Universal.  Results and discussion:  NOX and CO concentrations were high from November to January, while O3 from April to May. The lowest concentrations of PM10 and PM2.5 took place from July to October and the highest in May. All pollutants decreased in concentration during the period analyzed, with the most noticeable changes in NOX (-1.28 ppb·yr-1), while CO had the smallest change (-0.12 ppm·yr-1). The maximum values for NOX, O3 and CO occurred in 1993 and for PM in 2003. The best model was Support Vector Machine, regardless of the pollutant analyzed.  Conclusion:  Spatio-temporal dynamics varied among air pollutants. The analysis with spatial interpolation methods is viable and favors solution strategies to pollution problems.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen  Introducción:  Las grandes ciudades presentan problemas de contaminación atmosférica por la emisión de gases contaminantes y material particulado (PM).  Objetivos: Conocer la variación intra e interanual de los contaminantes (NOX, CO, O3, PM10 y PM2.5) en la Zona Metropolitana de la Ciudad de México y modelar su distribución espacial.  Materiales y métodos:  Se analizaron los datos de 44 estaciones de la Red Automática de Monitoreo Atmosférico (RAMA) para extraer información de los contaminantes NOX, O3 y CO en el periodo 1986-2021, y PM2.5 y PM10 en los periodos 2000-2021 y 2003-2021, respectivamente. Se calcularon promedios mensuales por estación y se evaluó la tendencia temporal de cada contaminante mediante el operador &#8216;Theil-Sen&#8217;. También se modeló la distribución espacial de los contaminantes y se comparó el desempeño estadístico de cuatro métodos de interpolación: Redes neuronales, Support Vector Machine, Random Forest y Kriging Universal.  Resultados y discusión:  Las concentraciones de NOX y CO fueron altas en noviembre-enero, mientras que las de O3 en abril-mayo. Las concentraciones más bajas de PM10 y PM2.5 ocurrieron en julio-octubre y las máximas en mayo. Todos los contaminantes disminuyeron su concentración durante el periodo analizado, con cambios más notorios en NOX (-1.28 ppb·año-1), mientras que CO fue el de menor cambio (-0.12 ppm·año-1). Los valores máximos de NOX, O3 y CO se presentaron en 1993 y de PM en 2003. El mejor modelo fue Support Vector Machine, independientemente del contaminante analizado.  Conclusión:  La dinámica espaciotemporal varió entre los contaminantes atmosféricos. El análisis con métodos de interpolación espacial es factible y favorece estrategias de solución a los problemas de contaminación.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[carbon monoxide]]></kwd>
<kwd lng="en"><![CDATA[nitrogen oxides]]></kwd>
<kwd lng="en"><![CDATA[ozone]]></kwd>
<kwd lng="en"><![CDATA[particulate matter]]></kwd>
<kwd lng="en"><![CDATA[Machine Learning.]]></kwd>
<kwd lng="es"><![CDATA[monóxido de carbono]]></kwd>
<kwd lng="es"><![CDATA[óxidos de nitrógeno]]></kwd>
<kwd lng="es"><![CDATA[ozono]]></kwd>
<kwd lng="es"><![CDATA[partículas sólidas]]></kwd>
<kwd lng="es"><![CDATA[Machine Learning]]></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[Akritas]]></surname>
<given-names><![CDATA[M. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Murphy]]></surname>
<given-names><![CDATA[S. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Lavalley]]></surname>
<given-names><![CDATA[M. P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The theil-sen estimator with doubly censored data and applications to astronomy]]></article-title>
<source><![CDATA[Journal of the American Statistical Association]]></source>
<year>1995</year>
<volume>90</volume>
<numero>429</numero>
<issue>429</issue>
<page-range>170&#8210;177</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ale]]></surname>
<given-names><![CDATA[T. M. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Moreno]]></surname>
<given-names><![CDATA[S. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Luque]]></surname>
<given-names><![CDATA[Z. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Perspectiva del COVID-19 sobre la contaminación del aire]]></article-title>
<source><![CDATA[Revista de la Sociedad Científica del Paraguay]]></source>
<year>2020</year>
<volume>25</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>155&#8210;182</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aliyar]]></surname>
<given-names><![CDATA[Z. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Shafiei]]></surname>
<given-names><![CDATA[A. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Seyedi]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Rezapour]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Moghanjugi]]></surname>
<given-names><![CDATA[S. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Effect of traffic-induced air pollution on seed germination of Arizona Cypress (Cupressus arizonica Green) and Black Pine (Pinus nigra Arnold)]]></article-title>
<source><![CDATA[Urban Forestry &amp; Urban Greening]]></source>
<year>2020</year>
<volume>55</volume>
<page-range>126841</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Barrera Huertas]]></surname>
<given-names><![CDATA[H. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Torres Jardón]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Ruíz Suárez]]></surname>
<given-names><![CDATA[L. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Santos García Yee]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Torres Jaramillo]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Martínez Bolívar]]></surname>
<given-names><![CDATA[A. P.]]></given-names>
</name>
<name>
<surname><![CDATA[García Reynoso]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Análisis del transporte de ozono en la cuenca atmosférica de Puebla-Tlaxcala en el centro de México]]></article-title>
<source><![CDATA[Revista Internacional de Contaminación Ambiental]]></source>
<year>2019</year>
<volume>35</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>869&#8210;888</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Beguin]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Fuglstad]]></surname>
<given-names><![CDATA[G.-A.]]></given-names>
</name>
<name>
<surname><![CDATA[Mansuy]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Paré]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Predicting soil properties in the Canadian boreal forest with limited data: Comparison of spatial and non-spatial statistical approaches]]></article-title>
<source><![CDATA[Geoderma]]></source>
<year>2017</year>
<volume>306</volume>
<page-range>195&#8210;205</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Calderón]]></surname>
<given-names><![CDATA[G. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[I. J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Castilla]]></surname>
<given-names><![CDATA[S. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[G. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Barragán]]></surname>
<given-names><![CDATA[M. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez]]></surname>
<given-names><![CDATA[P. R. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Villegas]]></surname>
<given-names><![CDATA[O. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[El ozono como molécula reactiva. Concepto actual]]></article-title>
<source><![CDATA[Perinatología y Reproducción Humana]]></source>
<year>2000</year>
<volume>14</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>115&#8210;123</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Camarillo]]></surname>
<given-names><![CDATA[R. P.]]></given-names>
</name>
<name>
<surname><![CDATA[López]]></surname>
<given-names><![CDATA[A. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Rosales]]></surname>
<given-names><![CDATA[L. J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Pérez]]></surname>
<given-names><![CDATA[V. I.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Análisis de datos de calidad del aire de la Zona Metropolitana del Valle de México mediante técnicas de agrupamiento]]></article-title>
<source><![CDATA[Research in Computing Science]]></source>
<year>2014</year>
<volume>72</volume>
<page-range>137&#8210;150</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Castro]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Jiménez]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparación de técnicas de interpolación espacial de propiedades del suelo en el piedemonte llanero colombiano]]></article-title>
<source><![CDATA[Tecnura]]></source>
<year>2017</year>
<volume>21</volume>
<numero>53</numero>
<issue>53</issue>
<page-range>78&#8210;95</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cervantes]]></surname>
<given-names><![CDATA[M. G. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Bracho]]></surname>
<given-names><![CDATA[L. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Bremauntz]]></surname>
<given-names><![CDATA[A. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Las partículas suspendidas en tres grandes ciudades mexicanas]]></article-title>
<source><![CDATA[Gaceta Ecológica]]></source>
<year>2005</year>
<volume>74</volume>
<page-range>15&#8210;28</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Ren]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A comparative assessment of geostatistical, machine learning, and hybrid approaches for mapping topsoil organic carbon content]]></article-title>
<source><![CDATA[ISPRS International Journal of Geo-Information]]></source>
<year>2019</year>
<volume>8</volume>
<page-range>174</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chow]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Watson]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Edgerton]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Vega]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Chemical composition of PM2.5 and PM10 in Mexico City during winter 1997]]></article-title>
<source><![CDATA[The Science of the Total Environment]]></source>
<year>2002</year>
<volume>287</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>177&#8210;201</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Correa]]></surname>
<given-names><![CDATA[I. J. de J.]]></given-names>
</name>
<name>
<surname><![CDATA[Romero]]></surname>
<given-names><![CDATA[P. J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Pérez]]></surname>
<given-names><![CDATA[R. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Vázquez]]></surname>
<given-names><![CDATA[A. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Application of geostatistical models for aridity scenarios in northern Mexico]]></article-title>
<source><![CDATA[Atmósfera]]></source>
<year>2023</year>
<volume>37</volume>
<page-range>233&#8210;244</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cunha]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Magoni]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Inácio]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Freire]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Impact of self C parameter on SVM-based classification of encrypted multimedia peer-to-peer traffic]]></article-title>
<source><![CDATA[Advanced information networking and applications]]></source>
<year>2022</year>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Espejel]]></surname>
<given-names><![CDATA[M. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[La Zona Metropolitana del Valle de México: arreglos formales y fragmentación]]></article-title>
<source><![CDATA[Economía, Sociedad y Territorio]]></source>
<year>2019</year>
<volume>19</volume>
<numero>60</numero>
<issue>60</issue>
<page-range>241&#8210;271</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Espinosa-Zuñiga]]></surname>
<given-names><![CDATA[J. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Aplicación de algoritmos Random Forest y XGBoost en una base de solicitudes de tarjetas de crédito]]></article-title>
<source><![CDATA[Ingeniería, Investigación y Tecnología]]></source>
<year>2020</year>
<volume>21</volume>
<numero>3</numero>
<issue>3</issue>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Espinoza]]></surname>
<given-names><![CDATA[E. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Molina]]></surname>
<given-names><![CDATA[C. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Contaminación del aire exterior Cuenca-Ecuador, 2009-2013. Posibles efectos en la salud]]></article-title>
<source><![CDATA[Revista de la Facultad de Ciencias Médicas de la Universidad de Cuenca]]></source>
<year>2014</year>
<volume>32</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>6&#8210;17</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Estarlich]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Iñiguez]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Esplugues]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Mantilla]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Zurriaga]]></surname>
<given-names><![CDATA[Ò.]]></given-names>
</name>
<name>
<surname><![CDATA[Nolasco]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Ballester]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Variación espacial de la exposición a contaminación atmosférica en la ciudad de Valencia y su relación con un índice de privación]]></article-title>
<source><![CDATA[Gaceta Sanitaria]]></source>
<year>2013</year>
<volume>27</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>143&#8210;148</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[R. J. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Influencia de la meteorología en la calidad de aire en la Zona Metropolitana del Valle de México]]></article-title>
<source><![CDATA[TIP Revista Especializada en Ciencias Químico-Biológicas]]></source>
<year>2009</year>
<volume>12</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>83&#8210;86</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Lozano]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Boosting support vector machines]]></article-title>
<source><![CDATA[]]></source>
<year>2007</year>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Guzmán-Morales]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Morton-Bermea]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández-Álvarez]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-Salazar]]></surname>
<given-names><![CDATA[M. T.]]></given-names>
</name>
<name>
<surname><![CDATA[García-Arreola]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Tapia-Cruz]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessment of atmospheric metal pollution in the urban area of Mexico City, using Ficus benjamina as biomonitor]]></article-title>
<source><![CDATA[Bulletin of Environmental Contamination and Toxicology]]></source>
<year>2011</year>
<volume>86</volume>
<page-range>495&#8210;500</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="">
<collab>Instituto Nacional de Estadística y Geografía (INEGI)</collab>
<source><![CDATA[Censo de Población y Vivienda]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="">
<collab>Instituto Nacional de Estadística y Geografía (INEGI)</collab>
<source><![CDATA[Vehículos de motor registrados en circulación]]></source>
<year>2022</year>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jenkin]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Clemitshaw]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ozone and other secondary photochemical pollutants: Chemical processes governing their formation in the planetary boundary layer]]></article-title>
<source><![CDATA[Atmospheric Environment]]></source>
<year>2000</year>
<volume>34</volume>
<page-range>2499&#8210;2527</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Xu]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Kernel parameter selection for support vector machine classification]]></article-title>
<source><![CDATA[Journal of Algorithms &amp; Computational Technology]]></source>
<year>2014</year>
<volume>8</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>163&#8210;177</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[López]]></surname>
<given-names><![CDATA[F. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Heres]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Marquez]]></surname>
<given-names><![CDATA[P. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Air pollution exposure and COVID-19: A look at mortality in Mexico City using individual-level data]]></article-title>
<source><![CDATA[Science of the Total Environment]]></source>
<year>2021</year>
<volume>756</volume>
<page-range>143929</page-range></nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Madrigal]]></surname>
<given-names><![CDATA[U. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández]]></surname>
<given-names><![CDATA[R. J. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Morales]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comportamiento del monóxido de carbono y el clima en la ciudad de Toluca, de 1995 a 2001]]></article-title>
<source><![CDATA[Ciencia Ergo-Sum, Revista Científica Multidisciplinaria de Prospectiva]]></source>
<year>2004</year>
<volume>11</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>263&#8210;274</page-range></nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mercado]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Domínguez]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Fernández]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Contaminación industrial en la zona metropolitana de la Ciudad de México]]></article-title>
<source><![CDATA[Comercio Exterior]]></source>
<year>1995</year>
<volume>45</volume>
<numero>10</numero>
<issue>10</issue>
<page-range>766&#8210;774</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Miller]]></surname>
<given-names><![CDATA[B. G.]]></given-names>
</name>
</person-group>
<source><![CDATA[Clean coal engineering technology]]></source>
<year>2011</year>
<page-range>85&#8210;132</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Muhammad]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Shalmani]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Ali]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[Q.-H.]]></given-names>
</name>
<name>
<surname><![CDATA[Ahmad]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[F. B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Mechanisms regulating the dynamics of photosynthesis under abiotic stresses]]></article-title>
<source><![CDATA[Frontiers in Plant Science]]></source>
<year>2021</year>
<volume>11</volume>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Navarro]]></surname>
<given-names><![CDATA[A. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Control de la contaminación atmosférica en la Zona Metropolitana del Valle de México]]></article-title>
<source><![CDATA[Estudios Demográficos y Urbanos]]></source>
<year>2019</year>
<volume>34</volume>
<page-range>631&#8210;663</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<collab>Secretaría de Salud</collab>
<article-title xml:lang=""><![CDATA[Norma Oficial Mexicana NOM-021-SSA1-2021. Salud ambiental. Criterio para evaluar la calidad del aire ambiente, con respecto al monóxido de carbono (CO) en el aire ambiente, como medida de protección a la salud de la población]]></article-title>
<source><![CDATA[Diario Oficial de la Federación (DOF)]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="">
<collab>Secretaría de Salud</collab>
<source><![CDATA[Norma Oficial Mexicana NOM-021-SSA1-2021. Salud ambiental. Criterio para evaluar la calidad del aire ambiente, con respecto al ozono (O3), como medida de protección a la salud de la población]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="">
<collab>Secretaría de Salud</collab>
<source><![CDATA[Norma Oficial Mexicana NOM-023-SSA1-2021. Salud ambiental. Criterio para evaluar la calidad del aire ambiente, con respecto al dióxido de nitrógeno (NO2), como medida de protección a la salud de la población]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="">
<collab>Secretaría de Salud</collab>
<source><![CDATA[Norma Oficial Mexicana NOM-025-SSA1-2021 Salud ambiental. Criterio para evaluar la calidad del aire ambiente, con respecto a las partículas suspendidas PM10 y PM2.5 como medida de protección a la salud de la población]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="">
<collab>Organización Mundial de la Salud (OMS)</collab>
<source><![CDATA[Guías de calidad del aire de la OMS relativas al material particulado, el ozono, el dióxido de nitrógeno y el dióxido de azufre]]></source>
<year>2005</year>
</nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pedrero]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
<name>
<surname><![CDATA[Reynaldos]]></surname>
<given-names><![CDATA[G. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Ureta]]></surname>
<given-names><![CDATA[A. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Cortez]]></surname>
<given-names><![CDATA[P. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Generalidades del Machine Learning y su aplicación en la gestión sanitaria en servicios de urgencia]]></article-title>
<source><![CDATA[Revista Médica de Chile]]></source>
<year>2021</year>
<volume>149</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>248&#8210;254</page-range></nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pérez]]></surname>
<given-names><![CDATA[J. I. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Némiga]]></surname>
<given-names><![CDATA[X. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Gaytán]]></surname>
<given-names><![CDATA[J. F. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Cedillo]]></surname>
<given-names><![CDATA[J. G. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Plata]]></surname>
<given-names><![CDATA[M. Á. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Loik]]></surname>
<given-names><![CDATA[M. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Sanabria]]></surname>
<given-names><![CDATA[J. M. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Variaciones climáticas en la Zona Metropolitana de la Ciudad de Toluca, Estado de México: 1960-2007]]></article-title>
<source><![CDATA[Ciencia Ergo-Sum, Revista Científica Multidisciplinaria de Prospectiva]]></source>
<year>2010</year>
<volume>17</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>143&#8210;153</page-range></nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pérez]]></surname>
<given-names><![CDATA[C. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Schmelkes]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[López]]></surname>
<given-names><![CDATA[C. O.]]></given-names>
</name>
<name>
<surname><![CDATA[Carrera]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[T. l. A. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Teruel]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ingreso y calidad del aire en ciudades: ¿Existe una curva de Kuznets para las emisiones del transporte en la Zona Metropolitana del Valle de México?]]></article-title>
<source><![CDATA[El Trimestre Económico]]></source>
<year>2018</year>
<volume>85</volume>
<numero>340</numero>
<issue>340</issue>
<page-range>745&#8210;764</page-range></nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pérez]]></surname>
<given-names><![CDATA[V. Z. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Ángeles]]></surname>
<given-names><![CDATA[P. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Chávez]]></surname>
<given-names><![CDATA[V. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Valdez]]></surname>
<given-names><![CDATA[L. J. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramírez]]></surname>
<given-names><![CDATA[G. M. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Enfoque espacial para modelación de carbono en el mantillo de bosques bajo manejo forestal maderable]]></article-title>
<source><![CDATA[Madera y Bosques]]></source>
<year>2021</year>
<volume>27</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Popovicheva]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Ivanov]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Vojtisek]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Functional factors of biomass burning contribution to spring aerosol composition in a megacity: Combined FTIR-PCA Analyses]]></article-title>
<source><![CDATA[Atmosphere]]></source>
<year>2020</year>
<volume>11</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>19</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="">
<collab>R Development Core Team</collab>
<source><![CDATA[R: A Language and Environment for Statistical Computing]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Romieu]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Meneses]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Ruiz]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Sienra]]></surname>
<given-names><![CDATA[J. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Huerta]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[White]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Etzel]]></surname>
<given-names><![CDATA[R. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Effects of air pollution on the respiratory health of asthmatic children living in Mexico City]]></article-title>
<source><![CDATA[American Journal of Respiratory and Critical Care Medicine]]></source>
<year>1996</year>
<volume>154</volume>
<page-range>300&#8210;307</page-range></nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sandoval]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Jaimes]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Formación de ozono en la Ciudad de México durante una porción de primavera e invierno en cámaras de esmog exteriores]]></article-title>
<source><![CDATA[Revista de la Sociedad Química de México]]></source>
<year>2002</year>
<volume>46</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>180&#8210;184</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="">
<collab>Secretaría del Medio Ambiente (SEDEMA)</collab>
<source><![CDATA[Inventarios de emisiones de la ZMVM]]></source>
<year>2018</year>
</nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sheinbaum]]></surname>
<given-names><![CDATA[P. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Contaminación atmosférica en la Zona Metropolitana del Valle de México]]></article-title>
<source><![CDATA[Revista Ciencia]]></source>
<year>2016</year>
<volume>67</volume>
<page-range>70&#8210;77</page-range></nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shekaramiz]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Moon]]></surname>
<given-names><![CDATA[T. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Gunther]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[A note on Kriging and Gaussian processes]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sheu]]></surname>
<given-names><![CDATA[Y.-h.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Illuminating the Black Box: Interpreting deep neural network models for psychiatric research]]></article-title>
<source><![CDATA[Frontiers in Psychiatry]]></source>
<year>2020</year>
<volume>11</volume>
</nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="">
<collab>Villalobos</collab>
<source><![CDATA[Inventario de emisiones de la ZMVM, 2006]]></source>
<year>2006</year>
</nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vinasco]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Pablo]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Nastar C.]]></surname>
</name>
<name>
<surname><![CDATA[Nastar del Rio]]></surname>
<given-names><![CDATA[T. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Variación espacial y temporal de concentraciones de PM10 en el área urbana de Santiago de Cali, Colombia]]></article-title>
<source><![CDATA[Ingeniería de Recursos Naturales y del Ambiente]]></source>
<year>2013</year>
<numero>12</numero>
<issue>12</issue>
<page-range>129&#8210;141</page-range></nlm-citation>
</ref>
<ref id="B50">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wedyan]]></surname>
<given-names><![CDATA[G. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Osama]]></surname>
<given-names><![CDATA[T. Al.]]></given-names>
</name>
<name>
<surname><![CDATA[Zainab]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Influence of solar radiation on ozone column weight over Baghdad City]]></article-title>
<source><![CDATA[IOP Conference Series: Materials Science and Engineering]]></source>
<year>2020</year>
<volume>928</volume>
<page-range>072089</page-range></nlm-citation>
</ref>
<ref id="B51">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Xing]]></surname>
<given-names><![CDATA[Y.-F.]]></given-names>
</name>
<name>
<surname><![CDATA[Xu]]></surname>
<given-names><![CDATA[Y.-H.]]></given-names>
</name>
<name>
<surname><![CDATA[Shi]]></surname>
<given-names><![CDATA[M.-H.]]></given-names>
</name>
<name>
<surname><![CDATA[Lian]]></surname>
<given-names><![CDATA[Y.-X.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The impact of PM2.5 on the human respiratory system]]></article-title>
<source><![CDATA[Journal of Thoracic Disease]]></source>
<year>2016</year>
<volume>8</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B52">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yuan]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Shen]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Jiang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Xu]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Tan]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[Q.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Deep learning in environmental remote sensing: Achievements and challenges]]></article-title>
<source><![CDATA[Remote Sensing Environment]]></source>
<year>2020</year>
<volume>241</volume>
<page-range>111716</page-range></nlm-citation>
</ref>
<ref id="B53">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhou]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Yue]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Bai]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Effects of rainfall on PM2.5 and PM10 in the middle reaches of the Yangtze River]]></article-title>
<source><![CDATA[Advances in Meteorology]]></source>
<year>2020</year>
<volume>2398146</volume>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
