﻿{"id":14503,"date":"2025-07-09T10:00:00","date_gmt":"2025-07-09T08:00:00","guid":{"rendered":"https:\/\/www.sigterritoires.fr\/?p=14503"},"modified":"2025-07-01T10:30:19","modified_gmt":"2025-07-01T08:30:19","slug":"generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf","status":"publish","type":"post","link":"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/","title":{"rendered":"Generaci\u00f3n de un informe autom\u00e1tico con QGIS y Data Plotly: integraci\u00f3n de gr\u00e1ficos en un atlas PDF"},"content":{"rendered":"\n<p>Una vez visto c\u00f3mo crear y exportar una serie de gr\u00e1ficos con <a href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/visualice-sus-datos-sig-en-qgis-con-el-complemento-data-plotly\/\">Data Plotly<\/a>, pasemos al siguiente paso: integrar estos gr\u00e1ficos en un atlas o informe automatizado de QGIS. Con este m\u00e9todo se pueden elaborar informes personalizados en PDF u hojas tem\u00e1ticas, una por cada rango, municipio, paraje o entidad.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contenu <\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Objetivo\" >Objetivo<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Ejemplo_de_un_caso_de_uso\" >Ejemplo de un caso de uso<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Paso_1_Preparar_los_graficos_para_cada_rango\" >Paso 1: Preparar los gr\u00e1ficos para cada rango<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Paso_2_Crear_la_maqueta_en_el_Compositor_de_maquetas\" >Paso 2: Crear la maqueta en el Compositor de maquetas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Paso_3_insertar_dinamicamente_graficos_PNG\" >Paso 3: insertar din\u00e1micamente gr\u00e1ficos PNG<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Paso_4_Exportar_el_atlas\" >Paso 4: Exportar el atlas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Bonus_anadir_estadisticas_dinamicas\" >Bonus: a\u00f1adir estad\u00edsticas din\u00e1micas<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Para_resumir\" >Para resumir<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Ideas_de_casos_de_uso\" >Ideas de casos de uso<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/es\/generacion-de-un-informe-automatico-con-qgis-y-data-plotly-integracion-de-graficos-en-un-atlas-pdf\/#Proximamente%E2%80%A6\" >Pr\u00f3ximamente\u2026<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Objetivo\"><\/span>Objetivo<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Crear un informe PDF din\u00e1mico por entidad (por ejemplo, una hoja por playa);<\/li>\n\n\n\n<li>Insertar gr\u00e1ficos generados con Data Plotly en cada p\u00e1gina del atlas;<\/li>\n\n\n\n<li>Utilizar funciones de Atlas QGIS y un poco de automatizaci\u00f3n.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ejemplo_de_un_caso_de_uso\"><\/span>Ejemplo de un caso de uso<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Usted tiene una capa releves_dechets y una capa playas (o municipios). Desea crear un informe para cada playa que contenga<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>El nombre de la playa<\/li>\n\n\n\n<li>Un mapa ampliado de la zona<\/li>\n\n\n\n<li>Un gr\u00e1fico PNG que muestre los residuos recogidos (creado con Data Plotly)<\/li>\n\n\n\n<li>Algunas estad\u00edsticas din\u00e1micas (suma, media, etc.)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Paso_1_Preparar_los_graficos_para_cada_rango\"><\/span>Paso 1: Preparar los gr\u00e1ficos para cada rango<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Utilice el script de Python que vio antes para generar una imagen PNG para cada rango:graph_Anse_Mourouk.png, graph_Pointe_Coton.png, etc.<\/p>\n\n\n\n<p>Aseg\u00farese de que el nombre de la imagen se corresponde exactamente con el valor del campo de rango en la capa principal.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Paso_2_Crear_la_maqueta_en_el_Compositor_de_maquetas\"><\/span>Paso 2: Crear la maqueta en el Compositor de maquetas<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Vaya a Proyecto &gt; Dise\u00f1o &gt; Nuevo dise\u00f1o<\/li>\n\n\n\n<li>A\u00f1ada :\n<ul class=\"wp-block-list\">\n<li>Un marco de mapa (vinculado a la capa de rango)<\/li>\n\n\n\n<li>Un campo de texto din\u00e1mico (por ejemplo [% \u00ab\u00a0playa\u00a0\u00bb %])<\/li>\n\n\n\n<li>Un marco de imagen: haga clic en el icono \u00ab\u00a0A\u00f1adir una imagen<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Activar el Atlas :\n<ul class=\"wp-block-list\">\n<li>Objeto de cobertura = la capa (por ejemplo, playas)<\/li>\n\n\n\n<li>Ordenaci\u00f3n (opcional): puede elegir un campo para el orden de las p\u00e1ginas (por ejemplo, nombre)<\/li>\n\n\n\n<li>Filtrar entidades con una expresi\u00f3n (opcional)<\/li>\n\n\n\n<li>Zoom autom\u00e1tico sobre la entidad<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Haga clic en su mapa principal en la presentaci\u00f3n (el mapa se centrar\u00e1 autom\u00e1ticamente)<\/li>\n\n\n\n<li>En el panel Propiedades del objeto, secci\u00f3n Atributos del Atlas, marque :\n<ul class=\"wp-block-list\">\n<li>\u2705 Controlado por el atlas<\/li>\n\n\n\n<li>\u2705 Ajustar a la entidad<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"382\" data-attachment-id=\"14285\" data-permalink=\"https:\/\/www.sigterritoires.fr\/index.php\/generer-un-rapport-automatique-avec-qgis-et-data-plotly-integrer-des-graphiques-dans-un-atlas-pdf\/composeur_plotly\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?fit=1680%2C1002&amp;ssl=1\" data-orig-size=\"1680,1002\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"composeur_plotly\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?fit=640%2C382&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?resize=640%2C382&#038;ssl=1\" alt=\"\" class=\"wp-image-14285\" srcset=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?resize=1024%2C611&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?resize=300%2C179&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?resize=768%2C458&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?resize=1536%2C916&amp;ssl=1 1536w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?w=1680&amp;ssl=1 1680w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly.jpg?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Paso_3_insertar_dinamicamente_graficos_PNG\"><\/span>Paso 3: insertar din\u00e1micamente gr\u00e1ficos PNG<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>En el marco de la imagen, marque \u00abImage path from data\u00bb<\/p>\n\n\n\n<p>A continuaci\u00f3n, introduzca una expresi\u00f3n como :<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>'file:\/\/\/C:\/temp\/export_graphics\/graph_' || \"range\" || '.png'<\/code><\/pre>\n\n\n\n<p>Esto mostrar\u00e1 autom\u00e1ticamente la imagen correspondiente a cada entidad.<\/p>\n\n\n\n<p>Consejo: puede utilizar replace(\u00ab\u00a0range\u00a0\u00bb, \u201c \u201d, \u201c_\u201d) si los nombres de archivo no tienen espacios.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"341\" data-attachment-id=\"14286\" data-permalink=\"https:\/\/www.sigterritoires.fr\/index.php\/generer-un-rapport-automatique-avec-qgis-et-data-plotly-integrer-des-graphiques-dans-un-atlas-pdf\/composeur_plotly_expression\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?fit=1633%2C870&amp;ssl=1\" data-orig-size=\"1633,870\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"composeur_plotly_expression\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?fit=640%2C341&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?resize=640%2C341&#038;ssl=1\" alt=\"\" class=\"wp-image-14286\" srcset=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?resize=1024%2C546&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?resize=300%2C160&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?resize=768%2C409&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?resize=1536%2C818&amp;ssl=1 1536w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?w=1633&amp;ssl=1 1633w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression.jpg?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_graphique.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"431\" data-attachment-id=\"14287\" data-permalink=\"https:\/\/www.sigterritoires.fr\/index.php\/generer-un-rapport-automatique-avec-qgis-et-data-plotly-integrer-des-graphiques-dans-un-atlas-pdf\/composeur_plotly_graphique\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_graphique.jpg?fit=1271%2C855&amp;ssl=1\" data-orig-size=\"1271,855\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"composeur_plotly_graphique\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_graphique.jpg?fit=640%2C431&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_graphique.jpg?resize=640%2C431&#038;ssl=1\" alt=\"\" class=\"wp-image-14287\" srcset=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_graphique.jpg?resize=1024%2C689&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_graphique.jpg?resize=300%2C202&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_graphique.jpg?resize=768%2C517&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_graphique.jpg?w=1271&amp;ssl=1 1271w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Paso_4_Exportar_el_atlas\"><\/span>Paso 4: Exportar el atlas<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Haga clic en \u00abExportar Atlas como PDF\u00bb ;<\/li>\n\n\n\n<li>Elija una carpeta de salida;<\/li>\n\n\n\n<li>Cada p\u00e1gina contendr\u00e1: el mapa, el nombre de la playa, el gr\u00e1fico y la informaci\u00f3n asociada.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Bonus_anadir_estadisticas_dinamicas\"><\/span>Bonus: a\u00f1adir estad\u00edsticas din\u00e1micas<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A\u00f1ade campos de texto utilizando expresiones QGIS como :<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>aggregate(\u201creleves_dechets\u201d, \u201csum\u201d, \u00abquantite\u00bb, filter := \u00abplage\u00bb = attribute(@atlas_feature, \u201cplage\u201d))<\/code><\/pre>\n\n\n\n<p>Esto produce totales o medias autom\u00e1ticas para cada registro.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Para_resumir\"><\/span>Para resumir<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Etapa<\/th><th>Funci\u00f3n<\/th><\/tr><\/thead><tbody><tr><td>Generaci\u00f3n de gr\u00e1ficos<\/td><td>Con Data Plotly + Python<\/td><\/tr><tr><td>Dise\u00f1o personalizado<\/td><td>QGIS composer<\/td><\/tr><tr><td>Inserci\u00f3n autom\u00e1tica<\/td><td>Campos din\u00e1micos + ruta a PNG<\/td><\/tr><tr><td>Exporart PDF multip\u00e1gina<\/td><td>Funci\u00f3nAtlas<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ideas_de_casos_de_uso\"><\/span>Ideas de casos de uso<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fichas de observaci\u00f3n por municipio (fauna, flora, residuos)<\/li>\n\n\n\n<li>Informes medioambientales por lugar<\/li>\n\n\n\n<li>Mapas censales + gr\u00e1ficos<\/li>\n\n\n\n<li>Seguimiento de lugares o proyectos<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Proximamente%E2%80%A6\"><\/span>Pr\u00f3ximamente\u2026<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>En el pr\u00f3ximo art\u00edculo, iremos un paso m\u00e1s all\u00e1 y le mostraremos c\u00f3mo crear un cuadro de mando din\u00e1mico en el propio QGIS, sin salir del entorno SIG: combine Data Plotly, expresiones, widgets y paneles para construir una interfaz de an\u00e1lisis en tiempo real.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Una vez visto c\u00f3mo crear y exportar una serie de gr\u00e1ficos con Data Plotly, pasemos al siguiente paso: integrar estos gr\u00e1ficos en un atlas o informe automatizado de QGIS. Con este m\u00e9todo se pueden elaborar informes&hellip;<\/p>\n","protected":false},"author":1,"featured_media":14509,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"give_campaign_id":0,"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"sfsi_plus_gutenberg_text_before_share":"","sfsi_plus_gutenberg_show_text_before_share":"","sfsi_plus_gutenberg_icon_type":"","sfsi_plus_gutenberg_icon_alignemt":"","sfsi_plus_gutenburg_max_per_row":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3442,1357],"tags":[3472,3454],"class_list":["post-14503","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pluigin-es","category-qgis-es","tag-data-plotly-es","tag-graphiques-es"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/06\/composeur_plotly_expression-2.jpg?fit=1633%2C870&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/p6XU0A-3LV","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/posts\/14503","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/comments?post=14503"}],"version-history":[{"count":0,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/posts\/14503\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/media\/14509"}],"wp:attachment":[{"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/media?parent=14503"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/categories?post=14503"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/tags?post=14503"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}