{"id":6259,"date":"2026-05-21T15:24:19","date_gmt":"2026-05-21T13:24:19","guid":{"rendered":"https:\/\/www.eratio.it\/?post_type=ricerca_e_sviluppo&#038;p=6259"},"modified":"2026-05-21T16:07:59","modified_gmt":"2026-05-21T14:07:59","slug":"cereal-smarti","status":"publish","type":"ricerca_e_sviluppo","link":"https:\/\/www.eratio.it\/en\/ricerca_e_sviluppo\/cereal-smarti\/","title":{"rendered":"Cereal\u00a0SMArtI"},"content":{"rendered":"<p>Cereal\u00a0SMArtI\u00a0(Cereal System Management Artificial Intelligence) is an industrial research and experimental development project aimed at the intelligent management of the cereal supply chain through Industry 4.0 enabling technologies.<\/p>\n\n\n\n<p><br>The system integrates two main components: a Smart Farming platform based on Deep Learning, convolutional neural networks, and IoT sensors for crop health monitoring and\u00a0optimised\u00a0resource management; and an ecosystem services monitoring module for quantifying soil carbon stock, greenhouse gas emissions, and water footprint.\u00a0<\/p>\n\n\n\n<p><br>The goal is to develop a Decision Management System capable of reducing chemical input use, increasing productivity, and certifying the environmental sustainability of the supply chain, in alignment with the European Green Deal and the new CAP 2023\u20132027.\u00a0\u00a0<\/p>\n\n\n\n<p><\/p>","protected":false},"featured_media":6283,"template":"","categoria_di_ricerca":[24,27],"class_list":["post-6259","ricerca_e_sviluppo","type-ricerca_e_sviluppo","status-publish","has-post-thumbnail","hentry","categoria_di_ricerca-agrifood"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Cereal\u00a0SMArtI - e.RATIO<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.eratio.it\/en\/ricerca_e_sviluppo\/cereal-smarti\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cereal\u00a0SMArtI - e.RATIO\" \/>\n<meta property=\"og:description\" content=\"Cereal\u00a0SMArtI\u00a0(Cereal\u00a0System Management\u00a0Artificial\u00a0Intelligence) \u00e8 un progetto di ricerca industriale e sviluppo sperimentale finalizzato alla gestione intelligente della filiera cerealicola attraverso tecnologie abilitanti dell&#039;Industria 4.0. Il sistema integra due componenti principali: una piattaforma di Smart Farming basata su Deep Learning, reti neurali\u00a0convoluzionali\u00a0e sensoristica IoT per il monitoraggio fitosanitario e la gestione ottimizzata delle risorse produttive; e un [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.eratio.it\/en\/ricerca_e_sviluppo\/cereal-smarti\/\" \/>\n<meta property=\"og:site_name\" content=\"e.RATIO\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pages\/eRATIO-soluzioni-software\/207514975975798\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-21T14:07:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.eratio.it\/wp-content\/uploads\/2026\/05\/CerealSmarti.png\" \/>\n\t<meta property=\"og:image:width\" content=\"682\" \/>\n\t<meta property=\"og:image:height\" content=\"455\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/\",\"url\":\"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/\",\"name\":\"Cereal\u00a0SMArtI - e.RATIO\",\"isPartOf\":{\"@id\":\"https:\/\/www.eratio.it\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.eratio.it\/wp-content\/uploads\/2026\/05\/CerealSmarti.png\",\"datePublished\":\"2026-05-21T13:24:19+00:00\",\"dateModified\":\"2026-05-21T14:07:59+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#primaryimage\",\"url\":\"https:\/\/www.eratio.it\/wp-content\/uploads\/2026\/05\/CerealSmarti.png\",\"contentUrl\":\"https:\/\/www.eratio.it\/wp-content\/uploads\/2026\/05\/CerealSmarti.png\",\"width\":682,\"height\":455},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.eratio.it\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cereal\u00a0SMArtI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.eratio.it\/#website\",\"url\":\"https:\/\/www.eratio.it\/\",\"name\":\"e.RATIO\",\"description\":\"Sviluppiamo iInnovazione\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.eratio.it\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Cereal\u00a0SMArtI - e.RATIO","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.eratio.it\/en\/ricerca_e_sviluppo\/cereal-smarti\/","og_locale":"en_GB","og_type":"article","og_title":"Cereal\u00a0SMArtI - e.RATIO","og_description":"Cereal\u00a0SMArtI\u00a0(Cereal\u00a0System Management\u00a0Artificial\u00a0Intelligence) \u00e8 un progetto di ricerca industriale e sviluppo sperimentale finalizzato alla gestione intelligente della filiera cerealicola attraverso tecnologie abilitanti dell'Industria 4.0. Il sistema integra due componenti principali: una piattaforma di Smart Farming basata su Deep Learning, reti neurali\u00a0convoluzionali\u00a0e sensoristica IoT per il monitoraggio fitosanitario e la gestione ottimizzata delle risorse produttive; e un [&hellip;]","og_url":"https:\/\/www.eratio.it\/en\/ricerca_e_sviluppo\/cereal-smarti\/","og_site_name":"e.RATIO","article_publisher":"https:\/\/www.facebook.com\/pages\/eRATIO-soluzioni-software\/207514975975798","article_modified_time":"2026-05-21T14:07:59+00:00","og_image":[{"width":682,"height":455,"url":"https:\/\/www.eratio.it\/wp-content\/uploads\/2026\/05\/CerealSmarti.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Estimated reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/","url":"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/","name":"Cereal\u00a0SMArtI - e.RATIO","isPartOf":{"@id":"https:\/\/www.eratio.it\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#primaryimage"},"image":{"@id":"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#primaryimage"},"thumbnailUrl":"https:\/\/www.eratio.it\/wp-content\/uploads\/2026\/05\/CerealSmarti.png","datePublished":"2026-05-21T13:24:19+00:00","dateModified":"2026-05-21T14:07:59+00:00","breadcrumb":{"@id":"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#primaryimage","url":"https:\/\/www.eratio.it\/wp-content\/uploads\/2026\/05\/CerealSmarti.png","contentUrl":"https:\/\/www.eratio.it\/wp-content\/uploads\/2026\/05\/CerealSmarti.png","width":682,"height":455},{"@type":"BreadcrumbList","@id":"https:\/\/www.eratio.it\/ricerca_e_sviluppo\/cereal-smarti\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.eratio.it\/"},{"@type":"ListItem","position":2,"name":"Cereal\u00a0SMArtI"}]},{"@type":"WebSite","@id":"https:\/\/www.eratio.it\/#website","url":"https:\/\/www.eratio.it\/","name":"e.RATIO","description":"Sviluppiamo iInnovazione","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.eratio.it\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"}]}},"_links":{"self":[{"href":"https:\/\/www.eratio.it\/en\/wp-json\/wp\/v2\/ricerca_e_sviluppo\/6259","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.eratio.it\/en\/wp-json\/wp\/v2\/ricerca_e_sviluppo"}],"about":[{"href":"https:\/\/www.eratio.it\/en\/wp-json\/wp\/v2\/types\/ricerca_e_sviluppo"}],"version-history":[{"count":22,"href":"https:\/\/www.eratio.it\/en\/wp-json\/wp\/v2\/ricerca_e_sviluppo\/6259\/revisions"}],"predecessor-version":[{"id":6284,"href":"https:\/\/www.eratio.it\/en\/wp-json\/wp\/v2\/ricerca_e_sviluppo\/6259\/revisions\/6284"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eratio.it\/en\/wp-json\/wp\/v2\/media\/6283"}],"wp:attachment":[{"href":"https:\/\/www.eratio.it\/en\/wp-json\/wp\/v2\/media?parent=6259"}],"wp:term":[{"taxonomy":"categoria_di_ricerca","embeddable":true,"href":"https:\/\/www.eratio.it\/en\/wp-json\/wp\/v2\/categoria_di_ricerca?post=6259"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}