{"id":106442,"date":"2018-03-11T10:30:24","date_gmt":"2018-03-11T10:30:24","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/modelos-de-prediccion-de-contaminantes-atmosfericos-en-la-baha%c2%ada-de-algeciras\/"},"modified":"2018-03-11T10:30:24","modified_gmt":"2018-03-11T10:30:24","slug":"modelos-de-prediccion-de-contaminantes-atmosfericos-en-la-baha%c2%ada-de-algeciras","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/cadiz\/modelos-de-prediccion-de-contaminantes-atmosfericos-en-la-baha%c2%ada-de-algeciras\/","title":{"rendered":"Modelos de predicci\u00f3n de contaminantes atmosf\u00e9ricos en la bah\u00edade algeciras"},"content":{"rendered":"

Tesis doctoral de M\u00aa De La Luz Mart\u00edn Rodr\u00edguez <\/strong><\/h2>\n

El prop\u00f3sito de esta tesis es la predicci\u00f3n de concentraciones y niveles m\u00e1ximos de contaminaci\u00f3n atmosf\u00e9rica en la bah\u00eda de algeciras, aportando una herramienta v\u00e1lida para definir acciones de control en la prevenci\u00f3n de la contaminaci\u00f3n atmosf\u00e9rica. La informaci\u00f3n necesaria se ha obtenido de los datos hist\u00f3ricos aportados por las diversas estaciones de control existentes en la comarca, que recaban datos de concentraci\u00f3n de diferentes contaminantes y variables meteorol\u00f3gicas. En este trabajo de investigaci\u00f3n, los modelos de predicci\u00f3n y clasificaci\u00f3n han sido aplicados para la predicci\u00f3n de di\u00f3xido de azufre, di\u00f3xido de nitr\u00f3geno y part\u00edculas pm10. la finalidad principal de esta tesis se ha centrado en el an\u00e1lisis de los datos de contaminaci\u00f3n atmosf\u00e9rica y variables meteorol\u00f3gicas registradas en la zona, para la consecuci\u00f3n de los siguientes objetivos: –\tselecci\u00f3n de las variables significativas para la predicci\u00f3n de los niveles de inmisi\u00f3n de di\u00f3xido de azufre, di\u00f3xido de nitr\u00f3geno y pm10. –\tpredicci\u00f3n de la concentraci\u00f3n de dichos contaminantes mediante la utilizaci\u00f3n de diferentes t\u00e9cnicas, tales como m\u00e9todos de persistencia, arima (autoregressive inputs and moving averages), regresi\u00f3n m\u00faltiple lineal (rml) y redes neuronales artificiales (rnas). –\tdeterminaci\u00f3n de episodios o niveles m\u00e1ximos de contaminaci\u00f3n mediante m\u00e9todos de clasificaci\u00f3n, como el an\u00e1lisis discriminante (ad), k- vecinos y rnas. –\taplicaci\u00f3n de t\u00e9cnicas estad\u00edsticas de comparaci\u00f3n m\u00faltiple para la selecci\u00f3n de los modelos de mayor precisi\u00f3n (test anova y m\u00e9todo de bonferroni). los resultados de esta investigaci\u00f3n aportan una metodolog\u00eda v\u00e1lida para la predicci\u00f3n de los contaminantes estudiados, basada en la comparaci\u00f3n estad\u00edstica de diferentes t\u00e9cnicas de predicci\u00f3n y la selecci\u00f3n de variables externas.<\/p>\n

 <\/p>\n

Datos acad\u00e9micos de la tesis doctoral \u00abModelos de predicci\u00f3n de contaminantes atmosf\u00e9ricos en la bah\u00edade algeciras<\/strong>\u00ab<\/h3>\n
    \n
  • T\u00edtulo de la tesis:<\/strong>\u00a0 Modelos de predicci\u00f3n de contaminantes atmosf\u00e9ricos en la bah\u00edade algeciras <\/li>\n
  • Autor:<\/strong>\u00a0 M\u00aa De La Luz Mart\u00edn Rodr\u00edguez <\/li>\n
  • Universidad:<\/strong>\u00a0 C\u00e1diz<\/li>\n
  • Fecha de lectura de la tesis:<\/strong>\u00a0 21\/01\/2011<\/li>\n<\/ul>\n

     <\/p>\n

    Direcci\u00f3n y tribunal<\/h3>\n
      \n
    • Director de la tesis<\/strong>\n
        \n
      • Francisco Jos\u00e9 Trujillo Espinosa<\/li>\n<\/ul>\n<\/li>\n
      • Tribunal<\/strong>\n
          \n
        • Presidente del tribunal: diego Sales m\u00e1rquez <\/li>\n
        • ram\u00f3n Oliver puyol (vocal)<\/li>\n
        • Francisco Javier Lopez mu\u00f1oz (vocal)<\/li>\n
        • Jos\u00e9 Manuel Jerez aragones (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

           <\/p>\n","protected":false},"excerpt":{"rendered":"

          Tesis doctoral de M\u00aa De La Luz Mart\u00edn Rodr\u00edguez El prop\u00f3sito de esta tesis es la predicci\u00f3n de concentraciones y […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[1506,11675,2528],"tags":[1580,64936,34546,71232,214224,186017],"class_list":["post-106442","post","type-post","status-publish","format-standard","hentry","category-cadiz","category-control-de-la-contaminacion-atmosferica","category-inteligencia-artificial","tag-diego-sales-marquez","tag-francisco-javier-lopez-munoz","tag-francisco-jose-trujillo-espinosa","tag-jose-manuel-jerez-aragones","tag-ma-de-la-luz-martin-rodriguez","tag-ramon-oliver-puyol"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/106442","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/comments?post=106442"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/106442\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=106442"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=106442"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=106442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}