 {"id":1114,"date":"2025-10-15T09:00:00","date_gmt":"2025-10-15T07:00:00","guid":{"rendered":"https:\/\/helexproject.eu\/?p=1114"},"modified":"2026-04-13T16:20:25","modified_gmt":"2026-04-13T14:20:25","slug":"helex-diss-13","status":"publish","type":"post","link":"https:\/\/helexproject.eu\/de\/helex-diss-13\/","title":{"rendered":"HelEx humidity modelling presented at the European Plant Phenomics Symposium"},"content":{"rendered":"\n<p>In October 2025, HelEx brought its work on environmental modelling to the <strong>European Plant Phenomics Symposium (EPPS)<\/strong>, a major event for researchers and engineers developing new tools to measure and model plant performance in the field and under controlled conditions.<\/p>\n\n\n<p><strong>M. Gani and A. Comar (INRAE\/Hiphen)<\/strong> presented a machine-learning model developed within HelEx to estimate leaf and canopy humidity from field imagery and environmental data. The model is designed to complement direct measurements and to give HelEx breeders and ecologists a scalable way to link microclimate to plant response across large trials.<\/p>\n\n\n<p>Presenting this work at EPPS matters for HelEx because phenomics is a fast-moving field and exposure to the wider European community is the best way to validate and improve new tools. The symposium also creates opportunities to connect HelEx outputs with other projects building open methods and data for plant science.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>HelEx machine-learning humidity model presented at the European Plant Phenomics Symposium (October 2025).<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1114","post","type-post","status-publish","format-standard","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>HelEx humidity modelling presented at the European Plant Phenomics Symposium - HelEx Project<\/title>\n<meta name=\"description\" content=\"HelEx machine-learning humidity model presented at the European Plant Phenomics Symposium (October 2025).\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/helexproject.eu\/de\/helex-diss-13\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"HelEx humidity modelling presented at the European Plant Phenomics Symposium - HelEx Project\" \/>\n<meta property=\"og:description\" content=\"HelEx machine-learning humidity model presented at the European Plant Phenomics Symposium (October 2025).\" \/>\n<meta property=\"og:url\" content=\"https:\/\/helexproject.eu\/de\/helex-diss-13\/\" \/>\n<meta property=\"og:site_name\" content=\"HelEx Project\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-15T07:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-13T14:20:25+00:00\" \/>\n<meta name=\"author\" content=\"Julien\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@HelexProject\" \/>\n<meta name=\"twitter:site\" content=\"@HelexProject\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Julien\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u00a0Minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/helex-diss-13\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/helex-diss-13\\\/\"},\"author\":{\"name\":\"Julien\",\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#\\\/schema\\\/person\\\/63ee59bc3013eaf8e6bc06d2a291e694\"},\"headline\":\"HelEx humidity modelling presented at the European Plant Phenomics Symposium\",\"datePublished\":\"2025-10-15T07:00:00+00:00\",\"dateModified\":\"2026-04-13T14:20:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/helex-diss-13\\\/\"},\"wordCount\":153,\"publisher\":{\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#organization\"},\"articleSection\":[\"News\"],\"inLanguage\":\"de\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/helex-diss-13\\\/\",\"url\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/helex-diss-13\\\/\",\"name\":\"HelEx humidity modelling presented at the European Plant Phenomics Symposium - HelEx Project\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#website\"},\"datePublished\":\"2025-10-15T07:00:00+00:00\",\"dateModified\":\"2026-04-13T14:20:25+00:00\",\"description\":\"HelEx machine-learning humidity model presented at the European Plant Phenomics Symposium (October 2025).\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/helex-diss-13\\\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/helexproject.eu\\\/de\\\/helex-diss-13\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/helex-diss-13\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"HelEx humidity modelling presented at the European Plant Phenomics Symposium\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#website\",\"url\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/\",\"name\":\"HelEx Project\",\"description\":\"Facing climate change with a new generation of sunflowers\",\"publisher\":{\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#organization\",\"name\":\"HelEx Project\",\"url\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/helexproject.eu\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/Logo_HelEx_site.svg\",\"contentUrl\":\"https:\\\/\\\/helexproject.eu\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/Logo_HelEx_site.svg\",\"width\":592,\"height\":183,\"caption\":\"HelEx Project\"},\"image\":{\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/HelexProject\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/helexproject\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/#\\\/schema\\\/person\\\/63ee59bc3013eaf8e6bc06d2a291e694\",\"name\":\"Julien\",\"sameAs\":[\"https:\\\/\\\/helexproject.eu\"],\"url\":\"https:\\\/\\\/helexproject.eu\\\/de\\\/author\\\/julien\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"HelEx humidity modelling presented at the European Plant Phenomics Symposium - HelEx Project","description":"HelEx machine-learning humidity model presented at the European Plant Phenomics Symposium (October 2025).","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:\/\/helexproject.eu\/de\/helex-diss-13\/","og_locale":"de_DE","og_type":"article","og_title":"HelEx humidity modelling presented at the European Plant Phenomics Symposium - HelEx Project","og_description":"HelEx machine-learning humidity model presented at the European Plant Phenomics Symposium (October 2025).","og_url":"https:\/\/helexproject.eu\/de\/helex-diss-13\/","og_site_name":"HelEx Project","article_published_time":"2025-10-15T07:00:00+00:00","article_modified_time":"2026-04-13T14:20:25+00:00","author":"Julien","twitter_card":"summary_large_image","twitter_creator":"@HelexProject","twitter_site":"@HelexProject","twitter_misc":{"Verfasst von":"Julien","Gesch\u00e4tzte Lesezeit":"1\u00a0Minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/helexproject.eu\/de\/helex-diss-13\/#article","isPartOf":{"@id":"https:\/\/helexproject.eu\/de\/helex-diss-13\/"},"author":{"name":"Julien","@id":"https:\/\/helexproject.eu\/de\/#\/schema\/person\/63ee59bc3013eaf8e6bc06d2a291e694"},"headline":"HelEx humidity modelling presented at the European Plant Phenomics Symposium","datePublished":"2025-10-15T07:00:00+00:00","dateModified":"2026-04-13T14:20:25+00:00","mainEntityOfPage":{"@id":"https:\/\/helexproject.eu\/de\/helex-diss-13\/"},"wordCount":153,"publisher":{"@id":"https:\/\/helexproject.eu\/de\/#organization"},"articleSection":["News"],"inLanguage":"de"},{"@type":"WebPage","@id":"https:\/\/helexproject.eu\/de\/helex-diss-13\/","url":"https:\/\/helexproject.eu\/de\/helex-diss-13\/","name":"HelEx humidity modelling presented at the European Plant Phenomics Symposium - HelEx Project","isPartOf":{"@id":"https:\/\/helexproject.eu\/de\/#website"},"datePublished":"2025-10-15T07:00:00+00:00","dateModified":"2026-04-13T14:20:25+00:00","description":"HelEx machine-learning humidity model presented at the European Plant Phenomics Symposium (October 2025).","breadcrumb":{"@id":"https:\/\/helexproject.eu\/de\/helex-diss-13\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/helexproject.eu\/de\/helex-diss-13\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/helexproject.eu\/de\/helex-diss-13\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/helexproject.eu\/de\/"},{"@type":"ListItem","position":2,"name":"HelEx humidity modelling presented at the European Plant Phenomics Symposium"}]},{"@type":"WebSite","@id":"https:\/\/helexproject.eu\/de\/#website","url":"https:\/\/helexproject.eu\/de\/","name":"HelEx Project","description":"Facing climate change with a new generation of sunflowers","publisher":{"@id":"https:\/\/helexproject.eu\/de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/helexproject.eu\/de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/helexproject.eu\/de\/#organization","name":"HelEx Project","url":"https:\/\/helexproject.eu\/de\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/helexproject.eu\/de\/#\/schema\/logo\/image\/","url":"https:\/\/helexproject.eu\/wp-content\/uploads\/2023\/09\/Logo_HelEx_site.svg","contentUrl":"https:\/\/helexproject.eu\/wp-content\/uploads\/2023\/09\/Logo_HelEx_site.svg","width":592,"height":183,"caption":"HelEx Project"},"image":{"@id":"https:\/\/helexproject.eu\/de\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/HelexProject","https:\/\/www.linkedin.com\/company\/helexproject"]},{"@type":"Person","@id":"https:\/\/helexproject.eu\/de\/#\/schema\/person\/63ee59bc3013eaf8e6bc06d2a291e694","name":"Julien","sameAs":["https:\/\/helexproject.eu"],"url":"https:\/\/helexproject.eu\/de\/author\/julien\/"}]}},"_links":{"self":[{"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/posts\/1114","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/comments?post=1114"}],"version-history":[{"count":1,"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/posts\/1114\/revisions"}],"predecessor-version":[{"id":1183,"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/posts\/1114\/revisions\/1183"}],"wp:attachment":[{"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/media?parent=1114"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/categories?post=1114"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/helexproject.eu\/de\/wp-json\/wp\/v2\/tags?post=1114"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}