{"id":7789,"date":"2023-06-19T09:49:00","date_gmt":"2023-06-19T07:49:00","guid":{"rendered":"https:\/\/sistemapolipiemonte.it\/dronuts-linearsystem\/"},"modified":"2025-10-23T10:45:30","modified_gmt":"2025-10-23T08:45:30","slug":"dronuts-linearsystem","status":"publish","type":"post","link":"https:\/\/sistemapolipiemonte.it\/en\/dronuts-linearsystem\/","title":{"rendered":"DRONUTS"},"content":{"rendered":"<p>Drones for monitoring Hazelnut trees on the Territory.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/immagini-2-pdf.jpg\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-3203\" src=\"https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1440\" srcset=\"https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-scaled.jpg 2560w, https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-300x169.jpg 300w, https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-1030x579.jpg 1030w, https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-768x432.jpg 768w, https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-1536x864.jpg 1536w, https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-2048x1152.jpg 2048w, https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-1500x844.jpg 1500w, https:\/\/sistemapolipiemonte.it\/wp-content\/uploads\/2023\/06\/DJI_0041__Carru__-705x397.jpg 705w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<h3><strong>Description<\/strong><\/h3>\n<p>The DroNuts project consists of a hardware and software infrastructure, capable of providing the Piedmontese coriliculture sector with an economical and reliable remote sensing service based on the use of drones, which allows the assessment of physiopathological state of individual plants using ML \/ DL (machine learning \/ deep learning) algorithms.<br \/>\nThis infrastructure aims to classify plants according to their physiological condition, following abiotic stress (water stress) and\/or biotic stress (attack by viruses, fungi, bacteria and insects).<br \/>\nThe introduction of a constant and standardised monitoring system of the physiological state of plants will make it possible to rationalise agronomic and defence practices.<\/p>\n<h3>Result to be enhanced<\/h3>\n<p>The project &#8220;Dronuts&#8221; demonstrated that monitoring hazelnut crops from above, through photos captured by drones, is possible. Automatic image analysis, with ML \/ DL (machine learning \/ deep learning) algorithms developed by the Polytechnic University of Turin, allows for a good ability to recognize plants with some type of suffering problems.<\/p>\n<h3>Why is it important?<\/h3>\n<p>The use of drones to monitor hazelnut groves, combined with the use of a cloud-based software application for image processing, represents an innovative tool to monitor crops and preventively isolate diseased plants, while waiting for more detailed investigations, thus reducing investigation and intervention time and costs.<\/p>\n<p>&nbsp;<\/p>\n<div  class='flex_column av-3nc9cl-ec01a89956f19461af0d4e132089ed67 av_one_half  avia-builder-el-0  el_before_av_one_half  avia-builder-el-first  first flex_column_div  '     ><p><strong>Project and Acronym:<\/strong> DRONUTS<br \/>\n<strong>TRL:<\/strong>\u00a0 Partenza 1 &#8211; Arrivo 7<br \/>\n<strong>Call for applications:<\/strong> PRISM-E<br \/>\n<strong>Innovation Cluster to contact:<\/strong> <a href=\"https:\/\/sistemapolipiemonte.it\/en\/clusters\/ict-information-and-communication-technologies\/\">ICT<\/a><br \/>\n<strong>Technologies used: <\/strong>IoT, Big Data, ML \/ DL (machine learning \/ deep learning)<\/p><\/div><div  class='flex_column av-2ios5x-ce3779de57b5fc3f89091a037a06e730 av_one_half  avia-builder-el-1  el_after_av_one_half  avia-builder-el-last  flex_column_div  '     ><p><strong>Lead company:<br \/>\n<\/strong>Linear System S.r.l.<br \/>\n<strong><a href=\"mailto:info@linearsystem.it\" target=\"_blank\" rel=\"noopener\">info@linearsystem.it<\/a> |\u00a0 <a href=\"https:\/\/linearsystem.it\/\" target=\"_blank\" rel=\"noopener\">linearsystem.it<\/a>\u00a0 |<br \/>\n<\/strong><\/p><\/div><\/p>\n<p><strong>\u00a0<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Drones for monitoring Hazelnut trees on the Territory.<\/p>\n<p>\n<b>Linear System S.r.l<\/b><\/p>\n","protected":false},"author":10,"featured_media":2301,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[113],"tags":[],"ente":[137],"settore":[146],"traiettoria":[148],"bando":[162],"class_list":["post-7789","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects","ente-small-size-company","settore-food-en","traiettoria-digital-en","bando-regional"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DRONUTS - Sistema Poli<\/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:\/\/sistemapolipiemonte.it\/en\/dronuts-linearsystem\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DRONUTS - Sistema Poli\" \/>\n<meta property=\"og:description\" content=\"Drones for monitoring Hazelnut trees on the Territory.   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